{"action":"opened","issue":{"url":"https://api.github.com/repos/ai-se/tunelearners/issues/7","labels_url":"https://api.github.com/repos/ai-se/tunelearners/issues/7/labels{/name}","comments_url":"https://api.github.com/repos/ai-se/tunelearners/issues/7/comments","events_url":"https://api.github.com/repos/ai-se/tunelearners/issues/7/events","html_url":"https://github.com/ai-se/tunelearners/issues/7","id":99239789,"number":7,"title":"np = 90 and the tuning goal is F","user":{"login":"WeiFoo","id":7039841,"avatar_url":"https://avatars.githubusercontent.com/u/7039841?v=3","gravatar_id":"","url":"https://api.github.com/users/WeiFoo","html_url":"https://github.com/WeiFoo","followers_url":"https://api.github.com/users/WeiFoo/followers","following_url":"https://api.github.com/users/WeiFoo/following{/other_user}","gists_url":"https://api.github.com/users/WeiFoo/gists{/gist_id}","starred_url":"https://api.github.com/users/WeiFoo/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/WeiFoo/subscriptions","organizations_url":"https://api.github.com/users/WeiFoo/orgs","repos_url":"https://api.github.com/users/WeiFoo/repos","events_url":"https://api.github.com/users/WeiFoo/events{/privacy}","received_events_url":"https://api.github.com/users/WeiFoo/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":0,"created_at":"2015-08-05T16:05:40Z","updated_at":"2015-08-05T16:05:40Z","closed_at":null,"body":"## Results\r\n\r\n```\r\n\r\n++++++++++++++++++++\r\n DataSet: antV0\r\n++++++++++++++++++++\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Tuned_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_RFst: Y-Def ,       6  ,     0 ( *             |              ), 0.06,  0.06,  0.06,  0.06,  0.06\r\n   1 ,    Naive_Cart: Y-Def ,      38  ,     0 (           *   |              ), 0.38,  0.38,  0.38,  0.38,  0.38\r\n   1 ,   Naive_WHERE: Y-Def ,      53  ,     0 (               *              ), 0.53,  0.53,  0.53,  0.53,  0.53\r\n   2 ,    Naive_RFst: Y-Def ,      72  ,     0 (               |     *        ), 0.72,  0.72,  0.72,  0.72,  0.72\r\n   2 ,    Tuned_Cart: Y-Def ,      75  ,     0 (               |      *       ), 0.75,  0.75,  0.75,  0.75,  0.75\r\n   2 ,    Tuned_Cart: N-Def ,      75  ,     0 (               |      *       ), 0.75,  0.75,  0.75,  0.75,  0.75\r\n   2 ,    Naive_RFst: N-Def ,      78  ,     0 (               |       *      ), 0.78,  0.78,  0.78,  0.78,  0.78\r\n   2 ,   Naive_WHERE: N-Def ,      85  ,     0 (               |         *    ), 0.85,  0.85,  0.85,  0.85,  0.85\r\n   2 ,    Naive_Cart: N-Def ,      88  ,     0 (               |          *   ), 0.88,  0.88,  0.88,  0.88,  0.88\r\n   2 ,   Tuned_WHERE: N-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n   2 ,    Tuned_RFst: N-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Tuned_RFst: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Tuned_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Naive_Cart: Y-Def ,      12  ,     0 (   *           |              ), 0.12,  0.12,  0.12,  0.12,  0.12\r\n   1 ,   Naive_WHERE: Y-Def ,      15  ,     0 (    *          |              ), 0.15,  0.15,  0.15,  0.15,  0.15\r\n   1 ,    Naive_RFst: Y-Def ,      22  ,     0 (      *        |              ), 0.22,  0.22,  0.22,  0.22,  0.22\r\n   1 ,    Tuned_Cart: Y-Def ,      25  ,     0 (       *       |              ), 0.25,  0.25,  0.25,  0.25,  0.25\r\n   1 ,    Tuned_Cart: N-Def ,      25  ,     0 (       *       |              ), 0.25,  0.25,  0.25,  0.25,  0.25\r\n   1 ,    Naive_RFst: N-Def ,      28  ,     0 (        *      |              ), 0.28,  0.28,  0.28,  0.28,  0.28\r\n   2 ,   Naive_WHERE: N-Def ,      47  ,     0 (              *|              ), 0.47,  0.47,  0.47,  0.47,  0.47\r\n   2 ,    Naive_Cart: N-Def ,      63  ,     0 (               |  *           ), 0.63,  0.63,  0.63,  0.63,  0.63\r\n   2 ,    Tuned_RFst: N-Def ,      94  ,     0 (               |            * ), 0.94,  0.94,  0.94,  0.94,  0.94\r\n   2 ,   Tuned_WHERE: N-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Tuned_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Naive_Cart: Y-Def ,      27  ,     0 (        *      |              ), 0.27,  0.27,  0.27,  0.27,  0.27\r\n   1 ,    Tuned_Cart: Y-Def ,      27  ,     0 (        *      |              ), 0.27,  0.27,  0.27,  0.27,  0.27\r\n   1 ,    Naive_RFst: Y-Def ,      28  ,     0 (        *      |              ), 0.28,  0.28,  0.28,  0.28,  0.28\r\n   1 ,   Naive_WHERE: Y-Def ,      30  ,     0 (        *      |              ), 0.30,  0.30,  0.30,  0.30,  0.30\r\n   2 ,   Tuned_WHERE: N-Def ,      89  ,     0 (               |          *   ), 0.89,  0.89,  0.89,  0.89,  0.89\r\n   2 ,    Tuned_RFst: N-Def ,      90  ,     0 (               |          *   ), 0.90,  0.90,  0.90,  0.90,  0.90\r\n   2 ,    Naive_Cart: N-Def ,      92  ,     0 (               |           *  ), 0.92,  0.92,  0.92,  0.92,  0.92\r\n   2 ,   Naive_WHERE: N-Def ,      94  ,     0 (               |            * ), 0.94,  0.94,  0.94,  0.94,  0.94\r\n   2 ,    Naive_RFst: N-Def ,      96  ,     0 (               |            * ), 0.96,  0.96,  0.96,  0.96,  0.96\r\n   2 ,    Tuned_Cart: N-Def ,      96  ,     0 (               |            * ), 0.96,  0.96,  0.96,  0.96,  0.96\r\n   2 ,    Tuned_RFst: Y-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Tuned_RFst: Y-Def ,      12  ,     0 (*              |              ), 0.12,  0.12,  0.12,  0.12,  0.12\r\n   1 ,    Naive_Cart: Y-Def ,      32  ,     0 (       *       |              ), 0.32,  0.32,  0.32,  0.32,  0.32\r\n   1 ,   Naive_WHERE: Y-Def ,      39  ,     0 (         *     |              ), 0.39,  0.39,  0.39,  0.39,  0.39\r\n   1 ,    Tuned_Cart: Y-Def ,      40  ,     0 (          *    |              ), 0.40,  0.40,  0.40,  0.40,  0.40\r\n   1 ,    Naive_RFst: Y-Def ,      41  ,     0 (          *    |              ), 0.41,  0.41,  0.41,  0.41,  0.41\r\n   2 ,    Tuned_Cart: N-Def ,      84  ,     0 (               |          *   ), 0.84,  0.84,  0.84,  0.84,  0.84\r\n   2 ,    Naive_RFst: N-Def ,      86  ,     0 (               |          *   ), 0.86,  0.86,  0.86,  0.86,  0.86\r\n   2 ,   Naive_WHERE: N-Def ,      89  ,     0 (               |           *  ), 0.89,  0.89,  0.89,  0.89,  0.89\r\n   2 ,    Naive_Cart: N-Def ,      90  ,     0 (               |            * ), 0.90,  0.90,  0.90,  0.90,  0.90\r\n   2 ,   Tuned_WHERE: N-Def ,      94  ,     0 (               |             *), 0.94,  0.94,  0.94,  0.94,  0.94\r\n   2 ,   Tuned_WHERE: Y-Def ,      94  ,     0 (               |             *), 0.94,  0.94,  0.94,  0.94,  0.94\r\n   2 ,    Tuned_RFst: N-Def ,      95  ,     0 (               |             *), 0.95,  0.95,  0.95,  0.95,  0.95\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Tuned_WHERE: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Tuned_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_RFst: Y-Def ,      12  ,     0 (    *          |              ), 0.12,  0.12,  0.12,  0.12,  0.12\r\n   1 ,    Tuned_RFst: N-Def ,      12  ,     0 (    *          |              ), 0.12,  0.12,  0.12,  0.12,  0.12\r\n   2 ,    Naive_Cart: Y-Def ,      53  ,     0 (               |     *        ), 0.53,  0.53,  0.53,  0.53,  0.53\r\n   2 ,    Naive_Cart: N-Def ,      53  ,     0 (               |     *        ), 0.53,  0.53,  0.53,  0.53,  0.53\r\n   2 ,   Naive_WHERE: N-Def ,      65  ,     0 (               |         *    ), 0.65,  0.65,  0.65,  0.65,  0.65\r\n   2 ,   Naive_WHERE: Y-Def ,      65  ,     0 (               |         *    ), 0.65,  0.65,  0.65,  0.65,  0.65\r\n   3 ,    Tuned_Cart: Y-Def ,      75  ,     0 (               |             *), 0.75,  0.75,  0.75,  0.75,  0.75\r\n   3 ,    Naive_RFst: N-Def ,      75  ,     0 (               |             *), 0.75,  0.75,  0.75,  0.75,  0.75\r\n   3 ,    Tuned_Cart: N-Def ,      75  ,     0 (               |             *), 0.75,  0.75,  0.75,  0.75,  0.75\r\n   3 ,    Naive_RFst: Y-Def ,      75  ,     0 (               |             *), 0.75,  0.75,  0.75,  0.75,  0.75\r\n\r\n\r\n\r\n++++++++++++++++++++\r\n DataSet: antV1\r\n++++++++++++++++++++\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Tuned_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_Cart: Y-Def ,       3  ,     0 (*              |              ), 0.03,  0.03,  0.03,  0.03,  0.03\r\n   1 ,    Tuned_RFst: Y-Def ,       5  ,     0 ( *             |              ), 0.05,  0.05,  0.05,  0.05,  0.05\r\n   1 ,   Naive_WHERE: Y-Def ,       7  ,     0 (  *            |              ), 0.07,  0.07,  0.07,  0.07,  0.07\r\n   1 ,    Naive_RFst: Y-Def ,      34  ,     0 (          *    |              ), 0.34,  0.34,  0.34,  0.34,  0.34\r\n   1 ,    Naive_Cart: Y-Def ,      39  ,     0 (           *   |              ), 0.39,  0.39,  0.39,  0.39,  0.39\r\n   2 ,    Naive_Cart: N-Def ,      76  ,     0 (               |      *       ), 0.76,  0.76,  0.76,  0.76,  0.76\r\n   2 ,    Naive_RFst: N-Def ,      83  ,     0 (               |        *     ), 0.83,  0.83,  0.83,  0.83,  0.83\r\n   2 ,   Naive_WHERE: N-Def ,      95  ,     0 (               |            * ), 0.95,  0.95,  0.95,  0.95,  0.95\r\n   2 ,    Tuned_Cart: N-Def ,      95  ,     0 (               |            * ), 0.95,  0.95,  0.95,  0.95,  0.95\r\n   2 ,   Tuned_WHERE: N-Def ,      99  ,     0 (               |             *), 0.99,  0.99,  0.99,  0.99,  0.99\r\n   2 ,    Tuned_RFst: N-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Tuned_RFst: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Tuned_WHERE: Y-Def ,       1  ,     0 (*              |              ), 0.01,  0.01,  0.01,  0.01,  0.01\r\n   1 ,    Tuned_Cart: Y-Def ,       5  ,     0 ( *             |              ), 0.05,  0.05,  0.05,  0.05,  0.05\r\n   1 ,   Naive_WHERE: Y-Def ,       5  ,     0 ( *             |              ), 0.05,  0.05,  0.05,  0.05,  0.05\r\n   1 ,    Naive_RFst: Y-Def ,      17  ,     0 (     *         |              ), 0.17,  0.17,  0.17,  0.17,  0.17\r\n   1 ,    Naive_Cart: Y-Def ,      24  ,     0 (       *       |              ), 0.24,  0.24,  0.24,  0.24,  0.24\r\n   2 ,    Naive_Cart: N-Def ,      61  ,     0 (               |  *           ), 0.61,  0.61,  0.61,  0.61,  0.61\r\n   2 ,    Naive_RFst: N-Def ,      66  ,     0 (               |   *          ), 0.66,  0.66,  0.66,  0.66,  0.66\r\n   2 ,   Naive_WHERE: N-Def ,      93  ,     0 (               |           *  ), 0.93,  0.93,  0.93,  0.93,  0.93\r\n   2 ,    Tuned_RFst: N-Def ,      95  ,     0 (               |            * ), 0.95,  0.95,  0.95,  0.95,  0.95\r\n   2 ,    Tuned_Cart: N-Def ,      97  ,     0 (               |             *), 0.97,  0.97,  0.97,  0.97,  0.97\r\n   2 ,   Tuned_WHERE: N-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Tuned_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_Cart: Y-Def ,      19  ,     0 (     *         |              ), 0.19,  0.19,  0.19,  0.19,  0.19\r\n   1 ,   Naive_WHERE: Y-Def ,      32  ,     0 (         *     |              ), 0.32,  0.32,  0.32,  0.32,  0.32\r\n   1 ,    Naive_Cart: Y-Def ,      36  ,     0 (          *    |              ), 0.36,  0.36,  0.36,  0.36,  0.36\r\n   1 ,    Naive_RFst: Y-Def ,      41  ,     0 (            *  |              ), 0.41,  0.41,  0.41,  0.41,  0.41\r\n   2 ,    Tuned_Cart: N-Def ,      73  ,     0 (               |     *        ), 0.73,  0.73,  0.73,  0.73,  0.73\r\n   2 ,   Tuned_WHERE: N-Def ,      74  ,     0 (               |      *       ), 0.74,  0.74,  0.74,  0.74,  0.74\r\n   2 ,   Naive_WHERE: N-Def ,      74  ,     0 (               |      *       ), 0.74,  0.74,  0.74,  0.74,  0.74\r\n   2 ,    Tuned_RFst: N-Def ,      75  ,     0 (               |      *       ), 0.75,  0.75,  0.75,  0.75,  0.75\r\n   2 ,    Naive_RFst: N-Def ,      78  ,     0 (               |       *      ), 0.78,  0.78,  0.78,  0.78,  0.78\r\n   2 ,    Naive_Cart: N-Def ,      78  ,     0 (               |       *      ), 0.78,  0.78,  0.78,  0.78,  0.78\r\n   2 ,    Tuned_RFst: Y-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Tuned_Cart: Y-Def ,       6  ,     0 (*              |              ), 0.06,  0.06,  0.06,  0.06,  0.06\r\n   1 ,    Tuned_RFst: Y-Def ,      10  ,     0 ( *             |              ), 0.10,  0.10,  0.10,  0.10,  0.10\r\n   1 ,   Naive_WHERE: Y-Def ,      11  ,     0 ( *             |              ), 0.11,  0.11,  0.11,  0.11,  0.11\r\n   1 ,    Naive_RFst: Y-Def ,      37  ,     0 (           *   |              ), 0.37,  0.37,  0.37,  0.37,  0.37\r\n   1 ,    Naive_Cart: Y-Def ,      38  ,     0 (           *   |              ), 0.38,  0.38,  0.38,  0.38,  0.38\r\n   2 ,    Naive_Cart: N-Def ,      77  ,     0 (               |          *   ), 0.77,  0.77,  0.77,  0.77,  0.77\r\n   2 ,    Naive_RFst: N-Def ,      80  ,     0 (               |           *  ), 0.80,  0.80,  0.80,  0.80,  0.80\r\n   2 ,   Naive_WHERE: N-Def ,      83  ,     0 (               |            * ), 0.83,  0.83,  0.83,  0.83,  0.83\r\n   2 ,    Tuned_Cart: N-Def ,      83  ,     0 (               |            * ), 0.83,  0.83,  0.83,  0.83,  0.83\r\n   2 ,   Tuned_WHERE: N-Def ,      85  ,     0 (               |             *), 0.85,  0.85,  0.85,  0.85,  0.85\r\n   2 ,   Tuned_WHERE: Y-Def ,      85  ,     0 (               |             *), 0.85,  0.85,  0.85,  0.85,  0.85\r\n   2 ,    Tuned_RFst: N-Def ,      86  ,     0 (               |             *), 0.86,  0.86,  0.86,  0.86,  0.86\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Tuned_WHERE: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Tuned_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_Cart: Y-Def ,       6  ,     0 (   *           |              ), 0.06,  0.06,  0.06,  0.06,  0.06\r\n   1 ,    Tuned_Cart: N-Def ,       6  ,     0 (   *           |              ), 0.06,  0.06,  0.06,  0.06,  0.06\r\n   2 ,    Tuned_RFst: Y-Def ,      10  ,     0 (     *         |              ), 0.10,  0.10,  0.10,  0.10,  0.10\r\n   2 ,    Tuned_RFst: N-Def ,      10  ,     0 (     *         |              ), 0.10,  0.10,  0.10,  0.10,  0.10\r\n   2 ,   Naive_WHERE: N-Def ,      12  ,     0 (      *        |              ), 0.12,  0.12,  0.12,  0.12,  0.12\r\n   2 ,   Naive_WHERE: Y-Def ,      12  ,     0 (      *        |              ), 0.12,  0.12,  0.12,  0.12,  0.12\r\n   3 ,    Naive_RFst: N-Def ,      48  ,     0 (               |           *  ), 0.48,  0.48,  0.48,  0.48,  0.48\r\n   3 ,    Naive_RFst: Y-Def ,      48  ,     0 (               |           *  ), 0.48,  0.48,  0.48,  0.48,  0.48\r\n   3 ,    Naive_Cart: Y-Def ,      52  ,     0 (               |             *), 0.52,  0.52,  0.52,  0.52,  0.52\r\n   3 ,    Naive_Cart: N-Def ,      52  ,     0 (               |             *), 0.52,  0.52,  0.52,  0.52,  0.52\r\n\r\n\r\n\r\n++++++++++++++++++++\r\n DataSet: antV2\r\n++++++++++++++++++++\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Naive_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_Cart: Y-Def ,       1  ,     0 (*              |              ), 0.01,  0.01,  0.01,  0.01,  0.01\r\n   1 ,   Tuned_WHERE: Y-Def ,       4  ,     0 ( *             |              ), 0.04,  0.04,  0.04,  0.04,  0.04\r\n   1 ,    Naive_Cart: Y-Def ,      37  ,     0 (           *   |              ), 0.37,  0.37,  0.37,  0.37,  0.37\r\n   1 ,    Naive_RFst: Y-Def ,      37  ,     0 (           *   |              ), 0.37,  0.37,  0.37,  0.37,  0.37\r\n   2 ,    Tuned_RFst: Y-Def ,      64  ,     0 (               |   *          ), 0.64,  0.64,  0.64,  0.64,  0.64\r\n   2 ,    Tuned_RFst: N-Def ,      81  ,     0 (               |        *     ), 0.81,  0.81,  0.81,  0.81,  0.81\r\n   2 ,    Naive_Cart: N-Def ,      90  ,     0 (               |          *   ), 0.90,  0.90,  0.90,  0.90,  0.90\r\n   2 ,    Naive_RFst: N-Def ,      94  ,     0 (               |            * ), 0.94,  0.94,  0.94,  0.94,  0.94\r\n   2 ,   Tuned_WHERE: N-Def ,      98  ,     0 (               |             *), 0.98,  0.98,  0.98,  0.98,  0.98\r\n   2 ,    Tuned_Cart: N-Def ,      98  ,     0 (               |             *), 0.98,  0.98,  0.98,  0.98,  0.98\r\n   2 ,   Naive_WHERE: N-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Naive_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_Cart: Y-Def ,       2  ,     0 (*              |              ), 0.02,  0.02,  0.02,  0.02,  0.02\r\n   1 ,   Tuned_WHERE: Y-Def ,       2  ,     0 (*              |              ), 0.02,  0.02,  0.02,  0.02,  0.02\r\n   1 ,    Naive_RFst: Y-Def ,       6  ,     0 ( *             |              ), 0.06,  0.06,  0.06,  0.06,  0.06\r\n   1 ,    Naive_Cart: Y-Def ,      10  ,     0 (  *            |              ), 0.10,  0.10,  0.10,  0.10,  0.10\r\n   1 ,    Tuned_RFst: Y-Def ,      19  ,     0 (     *         |              ), 0.19,  0.19,  0.19,  0.19,  0.19\r\n   1 ,    Tuned_RFst: N-Def ,      36  ,     0 (          *    |              ), 0.36,  0.36,  0.36,  0.36,  0.36\r\n   2 ,    Naive_RFst: N-Def ,      63  ,     0 (               |  *           ), 0.63,  0.63,  0.63,  0.63,  0.63\r\n   2 ,    Naive_Cart: N-Def ,      63  ,     0 (               |  *           ), 0.63,  0.63,  0.63,  0.63,  0.63\r\n   2 ,   Tuned_WHERE: N-Def ,      96  ,     0 (               |            * ), 0.96,  0.96,  0.96,  0.96,  0.96\r\n   2 ,    Tuned_Cart: N-Def ,      99  ,     0 (               |             *), 0.99,  0.99,  0.99,  0.99,  0.99\r\n   2 ,   Naive_WHERE: N-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Tuned_Cart: Y-Def ,      10  ,     0 (*              |              ), 0.10,  0.10,  0.10,  0.10,  0.10\r\n   1 ,   Tuned_WHERE: Y-Def ,      35  ,     0 (         *     |              ), 0.35,  0.35,  0.35,  0.35,  0.35\r\n   1 ,    Tuned_RFst: Y-Def ,      49  ,     0 (              *|              ), 0.49,  0.49,  0.49,  0.49,  0.49\r\n   1 ,    Naive_Cart: Y-Def ,      52  ,     0 (               *              ), 0.52,  0.52,  0.52,  0.52,  0.52\r\n   2 ,    Naive_RFst: Y-Def ,      64  ,     0 (               |    *         ), 0.64,  0.64,  0.64,  0.64,  0.64\r\n   2 ,   Tuned_WHERE: N-Def ,      78  ,     0 (               |         *    ), 0.78,  0.78,  0.78,  0.78,  0.78\r\n   2 ,   Naive_WHERE: N-Def ,      78  ,     0 (               |         *    ), 0.78,  0.78,  0.78,  0.78,  0.78\r\n   2 ,    Tuned_Cart: N-Def ,      78  ,     0 (               |         *    ), 0.78,  0.78,  0.78,  0.78,  0.78\r\n   2 ,   Naive_WHERE: Y-Def ,      78  ,     0 (               |         *    ), 0.78,  0.78,  0.78,  0.78,  0.78\r\n   2 ,    Naive_Cart: N-Def ,      83  ,     0 (               |           *  ), 0.83,  0.83,  0.83,  0.83,  0.83\r\n   2 ,    Naive_RFst: N-Def ,      84  ,     0 (               |            * ), 0.84,  0.84,  0.84,  0.84,  0.84\r\n   2 ,    Tuned_RFst: N-Def ,      89  ,     0 (               |             *), 0.89,  0.89,  0.89,  0.89,  0.89\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Naive_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_Cart: Y-Def ,       1  ,     0 (*              |              ), 0.01,  0.01,  0.01,  0.01,  0.01\r\n   1 ,   Tuned_WHERE: Y-Def ,       7  ,     0 (  *            |              ), 0.07,  0.07,  0.07,  0.07,  0.07\r\n   1 ,    Naive_Cart: Y-Def ,      44  ,     0 (              *|              ), 0.44,  0.44,  0.44,  0.44,  0.44\r\n   1 ,    Naive_RFst: Y-Def ,      47  ,     0 (               *              ), 0.47,  0.47,  0.47,  0.47,  0.47\r\n   1 ,    Tuned_RFst: Y-Def ,      56  ,     0 (               |  *           ), 0.56,  0.56,  0.56,  0.56,  0.56\r\n   1 ,    Tuned_RFst: N-Def ,      85  ,     0 (               |            * ), 0.85,  0.85,  0.85,  0.85,  0.85\r\n   1 ,   Tuned_WHERE: N-Def ,      87  ,     0 (               |             *), 0.87,  0.87,  0.87,  0.87,  0.87\r\n   1 ,   Naive_WHERE: N-Def ,      87  ,     0 (               |             *), 0.87,  0.87,  0.87,  0.87,  0.87\r\n   1 ,    Tuned_Cart: N-Def ,      87  ,     0 (               |             *), 0.87,  0.87,  0.87,  0.87,  0.87\r\n   1 ,    Naive_Cart: N-Def ,      87  ,     0 (               |             *), 0.87,  0.87,  0.87,  0.87,  0.87\r\n   1 ,    Naive_RFst: N-Def ,      89  ,     0 (               |             *), 0.89,  0.89,  0.89,  0.89,  0.89\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Naive_WHERE: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Naive_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_Cart: Y-Def ,       1  ,     0 (*              |              ), 0.01,  0.01,  0.01,  0.01,  0.01\r\n   1 ,    Tuned_Cart: N-Def ,       1  ,     0 (*              |              ), 0.01,  0.01,  0.01,  0.01,  0.01\r\n   1 ,   Tuned_WHERE: N-Def ,       7  ,     0 (  *            |              ), 0.07,  0.07,  0.07,  0.07,  0.07\r\n   1 ,   Tuned_WHERE: Y-Def ,       7  ,     0 (  *            |              ), 0.07,  0.07,  0.07,  0.07,  0.07\r\n   2 ,    Naive_Cart: Y-Def ,      53  ,     0 (               |      *       ), 0.53,  0.53,  0.53,  0.53,  0.53\r\n   2 ,    Naive_RFst: N-Def ,      53  ,     0 (               |      *       ), 0.53,  0.53,  0.53,  0.53,  0.53\r\n   2 ,    Naive_Cart: N-Def ,      53  ,     0 (               |      *       ), 0.53,  0.53,  0.53,  0.53,  0.53\r\n   2 ,    Naive_RFst: Y-Def ,      53  ,     0 (               |      *       ), 0.53,  0.53,  0.53,  0.53,  0.53\r\n   2 ,    Tuned_RFst: Y-Def ,      72  ,     0 (               |             *), 0.72,  0.72,  0.72,  0.72,  0.72\r\n   2 ,    Tuned_RFst: N-Def ,      72  ,     0 (               |             *), 0.72,  0.72,  0.72,  0.72,  0.72\r\n\r\n\r\nant done!\r\n\r\n++++++++++++++++++++\r\n DataSet: camelV0\r\n++++++++++++++++++++\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Tuned_Cart: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Naive_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Tuned_WHERE: Y-Def ,       1  ,     0 (*              |              ), 0.01,  0.01,  0.01,  0.01,  0.01\r\n   1 ,    Naive_RFst: Y-Def ,       2  ,     0 (*              |              ), 0.02,  0.02,  0.02,  0.02,  0.02\r\n   1 ,    Naive_Cart: Y-Def ,       6  ,     0 ( *             |              ), 0.06,  0.06,  0.06,  0.06,  0.06\r\n   1 ,    Tuned_RFst: N-Def ,      20  ,     0 (     *         |              ), 0.20,  0.20,  0.20,  0.20,  0.20\r\n   2 ,    Tuned_RFst: Y-Def ,      93  ,     0 (               |           *  ), 0.93,  0.93,  0.93,  0.93,  0.93\r\n   2 ,    Naive_Cart: N-Def ,      97  ,     0 (               |             *), 0.97,  0.97,  0.97,  0.97,  0.97\r\n   2 ,    Tuned_Cart: Y-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n   2 ,   Tuned_WHERE: N-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n   2 ,   Naive_WHERE: N-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n   2 ,    Naive_RFst: N-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Tuned_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_Cart: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Naive_RFst: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Naive_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Naive_Cart: Y-Def ,       3  ,     0 (*              |              ), 0.03,  0.03,  0.03,  0.03,  0.03\r\n   1 ,    Tuned_RFst: N-Def ,       7  ,     0 (  *            |              ), 0.07,  0.07,  0.07,  0.07,  0.07\r\n   2 ,    Tuned_RFst: Y-Def ,      80  ,     0 (               |       *      ), 0.80,  0.80,  0.80,  0.80,  0.80\r\n   2 ,    Naive_Cart: N-Def ,      94  ,     0 (               |            * ), 0.94,  0.94,  0.94,  0.94,  0.94\r\n   2 ,    Naive_RFst: N-Def ,      98  ,     0 (               |             *), 0.98,  0.98,  0.98,  0.98,  0.98\r\n   2 ,   Tuned_WHERE: N-Def ,      99  ,     0 (               |             *), 0.99,  0.99,  0.99,  0.99,  0.99\r\n   2 ,    Tuned_Cart: Y-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n   2 ,   Naive_WHERE: N-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Tuned_Cart: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_Cart: Y-Def ,      17  ,     0 (     *         |              ), 0.17,  0.17,  0.17,  0.17,  0.17\r\n   1 ,    Tuned_RFst: Y-Def ,      19  ,     0 (      *        |              ), 0.19,  0.19,  0.19,  0.19,  0.19\r\n   1 ,    Naive_Cart: Y-Def ,      26  ,     0 (        *      |              ), 0.26,  0.26,  0.26,  0.26,  0.26\r\n   1 ,   Tuned_WHERE: Y-Def ,      50  ,     0 (               *              ), 0.50,  0.50,  0.50,  0.50,  0.50\r\n   1 ,    Naive_RFst: Y-Def ,      50  ,     0 (               *              ), 0.50,  0.50,  0.50,  0.50,  0.50\r\n   2 ,   Tuned_WHERE: N-Def ,      83  ,     0 (               |          *   ), 0.83,  0.83,  0.83,  0.83,  0.83\r\n   2 ,   Naive_WHERE: N-Def ,      83  ,     0 (               |          *   ), 0.83,  0.83,  0.83,  0.83,  0.83\r\n   2 ,   Naive_WHERE: Y-Def ,      83  ,     0 (               |          *   ), 0.83,  0.83,  0.83,  0.83,  0.83\r\n   2 ,    Naive_RFst: N-Def ,      84  ,     0 (               |          *   ), 0.84,  0.84,  0.84,  0.84,  0.84\r\n   2 ,    Naive_Cart: N-Def ,      84  ,     0 (               |          *   ), 0.84,  0.84,  0.84,  0.84,  0.84\r\n   2 ,    Tuned_RFst: N-Def ,      94  ,     0 (               |             *), 0.94,  0.94,  0.94,  0.94,  0.94\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Tuned_Cart: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Naive_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Tuned_WHERE: Y-Def ,       1  ,     0 (*              |              ), 0.01,  0.01,  0.01,  0.01,  0.01\r\n   1 ,    Naive_RFst: Y-Def ,       4  ,     0 ( *             |              ), 0.04,  0.04,  0.04,  0.04,  0.04\r\n   2 ,    Naive_Cart: Y-Def ,       9  ,     0 (  *            |              ), 0.09,  0.09,  0.09,  0.09,  0.09\r\n   2 ,    Tuned_Cart: Y-Def ,      28  ,     0 (         *     |              ), 0.29,  0.29,  0.29,  0.29,  0.29\r\n   2 ,    Tuned_RFst: Y-Def ,      31  ,     0 (          *    |              ), 0.31,  0.31,  0.31,  0.31,  0.31\r\n   2 ,    Tuned_RFst: N-Def ,      33  ,     0 (          *    |              ), 0.33,  0.33,  0.33,  0.33,  0.33\r\n   3 ,    Naive_Cart: N-Def ,      90  ,     0 (               |             *), 0.90,  0.90,  0.90,  0.90,  0.90\r\n   3 ,   Tuned_WHERE: N-Def ,      91  ,     0 (               |             *), 0.91,  0.91,  0.91,  0.91,  0.91\r\n   3 ,   Naive_WHERE: N-Def ,      91  ,     0 (               |             *), 0.91,  0.91,  0.91,  0.91,  0.91\r\n   3 ,    Naive_RFst: N-Def ,      91  ,     0 (               |             *), 0.91,  0.91,  0.91,  0.91,  0.91\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Tuned_Cart: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Naive_WHERE: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_Cart: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Naive_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Tuned_WHERE: N-Def ,       1  ,     0 (*              |              ), 0.01,  0.01,  0.01,  0.01,  0.01\r\n   1 ,   Tuned_WHERE: Y-Def ,       1  ,     0 (*              |              ), 0.01,  0.01,  0.01,  0.01,  0.01\r\n   1 ,    Naive_RFst: N-Def ,       4  ,     0 (   *           |              ), 0.04,  0.04,  0.04,  0.04,  0.04\r\n   1 ,    Naive_RFst: Y-Def ,       4  ,     0 (   *           |              ), 0.04,  0.04,  0.04,  0.04,  0.04\r\n   1 ,    Naive_Cart: Y-Def ,      10  ,     0 (         *     |              ), 0.10,  0.10,  0.10,  0.10,  0.10\r\n   1 ,    Naive_Cart: N-Def ,      10  ,     0 (         *     |              ), 0.10,  0.10,  0.10,  0.10,  0.10\r\n   1 ,    Tuned_RFst: Y-Def ,      33  ,     0 (               |             *), 0.33,  0.33,  0.33,  0.33,  0.33\r\n   1 ,    Tuned_RFst: N-Def ,      33  ,     0 (               |             *), 0.33,  0.33,  0.33,  0.33,  0.33\r\n\r\n\r\n\r\n++++++++++++++++++++\r\n DataSet: camelV1\r\n++++++++++++++++++++\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Naive_WHERE: N-Def ,      31  ,     0 (*              |              ), 0.31,  0.31,  0.31,  0.31,  0.31\r\n   1 ,    Tuned_RFst: Y-Def ,      40  ,     0 (     *         |              ), 0.40,  0.40,  0.40,  0.40,  0.40\r\n   1 ,    Tuned_Cart: Y-Def ,      40  ,     0 (     *         |              ), 0.40,  0.40,  0.40,  0.40,  0.40\r\n   1 ,   Tuned_WHERE: Y-Def ,      44  ,     0 (       *       |              ), 0.44,  0.44,  0.44,  0.44,  0.44\r\n   1 ,    Naive_Cart: Y-Def ,      46  ,     0 (         *     |              ), 0.46,  0.46,  0.46,  0.46,  0.46\r\n   1 ,    Naive_RFst: N-Def ,      49  ,     0 (           *   |              ), 0.49,  0.49,  0.49,  0.49,  0.49\r\n   2 ,    Naive_Cart: N-Def ,      64  ,     0 (               |    *         ), 0.64,  0.64,  0.64,  0.64,  0.64\r\n   2 ,    Naive_RFst: Y-Def ,      71  ,     0 (               |        *     ), 0.71,  0.71,  0.71,  0.71,  0.71\r\n   2 ,   Tuned_WHERE: N-Def ,      73  ,     0 (               |         *    ), 0.73,  0.73,  0.73,  0.73,  0.73\r\n   2 ,    Tuned_RFst: N-Def ,      73  ,     0 (               |         *    ), 0.73,  0.73,  0.73,  0.73,  0.73\r\n   2 ,    Tuned_Cart: N-Def ,      74  ,     0 (               |          *   ), 0.74,  0.74,  0.74,  0.74,  0.74\r\n   2 ,   Naive_WHERE: Y-Def ,      80  ,     0 (               |             *), 0.80,  0.80,  0.80,  0.80,  0.80\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Naive_WHERE: N-Def ,      20  ,     0 (*              |              ), 0.20,  0.20,  0.20,  0.20,  0.20\r\n   1 ,    Tuned_Cart: Y-Def ,      26  ,     0 (   *           |              ), 0.26,  0.26,  0.26,  0.26,  0.26\r\n   1 ,    Tuned_RFst: Y-Def ,      27  ,     0 (    *          |              ), 0.27,  0.27,  0.27,  0.27,  0.27\r\n   1 ,   Tuned_WHERE: Y-Def ,      27  ,     0 (    *          |              ), 0.27,  0.27,  0.27,  0.27,  0.27\r\n   1 ,    Naive_RFst: N-Def ,      28  ,     0 (     *         |              ), 0.29,  0.29,  0.29,  0.29,  0.29\r\n   1 ,    Naive_Cart: Y-Def ,      36  ,     0 (         *     |              ), 0.36,  0.36,  0.36,  0.36,  0.36\r\n   2 ,    Naive_RFst: Y-Def ,      51  ,     0 (               |  *           ), 0.51,  0.51,  0.51,  0.51,  0.51\r\n   2 ,    Naive_Cart: N-Def ,      54  ,     0 (               |    *         ), 0.54,  0.54,  0.54,  0.54,  0.54\r\n   2 ,   Tuned_WHERE: N-Def ,      56  ,     0 (               |      *       ), 0.56,  0.56,  0.56,  0.56,  0.56\r\n   2 ,    Tuned_Cart: N-Def ,      60  ,     0 (               |        *     ), 0.60,  0.60,  0.60,  0.60,  0.60\r\n   2 ,    Tuned_RFst: N-Def ,      60  ,     0 (               |        *     ), 0.60,  0.60,  0.60,  0.60,  0.60\r\n   2 ,   Naive_WHERE: Y-Def ,      69  ,     0 (               |             *), 0.69,  0.69,  0.69,  0.69,  0.69\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Naive_WHERE: Y-Def ,      22  ,     0 (*              |              ), 0.22,  0.22,  0.22,  0.22,  0.22\r\n   1 ,    Naive_Cart: Y-Def ,      24  ,     0 (*              |              ), 0.24,  0.24,  0.24,  0.24,  0.24\r\n   1 ,    Naive_RFst: Y-Def ,      25  ,     0 ( *             |              ), 0.25,  0.25,  0.25,  0.25,  0.25\r\n   1 ,    Tuned_RFst: Y-Def ,      27  ,     0 (  *            |              ), 0.27,  0.27,  0.27,  0.27,  0.27\r\n   1 ,    Tuned_Cart: Y-Def ,      27  ,     0 (  *            |              ), 0.27,  0.27,  0.27,  0.27,  0.27\r\n   1 ,   Tuned_WHERE: Y-Def ,      28  ,     0 (  *            |              ), 0.28,  0.28,  0.28,  0.28,  0.28\r\n   2 ,    Naive_Cart: N-Def ,      83  ,     0 (               |            * ), 0.83,  0.83,  0.83,  0.83,  0.83\r\n   2 ,   Tuned_WHERE: N-Def ,      84  ,     0 (               |            * ), 0.84,  0.84,  0.84,  0.84,  0.84\r\n   2 ,    Tuned_Cart: N-Def ,      84  ,     0 (               |            * ), 0.84,  0.84,  0.84,  0.84,  0.84\r\n   2 ,    Tuned_RFst: N-Def ,      84  ,     0 (               |            * ), 0.84,  0.84,  0.84,  0.84,  0.84\r\n   2 ,   Naive_WHERE: N-Def ,      87  ,     0 (               |             *), 0.87,  0.87,  0.87,  0.87,  0.87\r\n   2 ,    Naive_RFst: N-Def ,      87  ,     0 (               |             *), 0.87,  0.87,  0.87,  0.87,  0.87\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Naive_Cart: Y-Def ,      31  ,     0 (*              |              ), 0.31,  0.31,  0.31,  0.31,  0.31\r\n   1 ,    Tuned_RFst: Y-Def ,      32  ,     0 (*              |              ), 0.32,  0.32,  0.32,  0.32,  0.32\r\n   1 ,    Tuned_Cart: Y-Def ,      32  ,     0 (*              |              ), 0.32,  0.32,  0.32,  0.32,  0.32\r\n   1 ,   Tuned_WHERE: Y-Def ,      34  ,     0 ( *             |              ), 0.34,  0.34,  0.34,  0.34,  0.34\r\n   1 ,   Naive_WHERE: Y-Def ,      34  ,     0 ( *             |              ), 0.34,  0.34,  0.34,  0.34,  0.34\r\n   1 ,    Naive_RFst: Y-Def ,      37  ,     0 (   *           |              ), 0.37,  0.37,  0.37,  0.37,  0.37\r\n   1 ,   Naive_WHERE: N-Def ,      46  ,     0 (         *     |              ), 0.46,  0.46,  0.46,  0.46,  0.46\r\n   2 ,    Naive_RFst: N-Def ,      62  ,     0 (               |   *          ), 0.62,  0.62,  0.62,  0.62,  0.62\r\n   2 ,    Naive_Cart: N-Def ,      72  ,     0 (               |          *   ), 0.72,  0.72,  0.72,  0.72,  0.72\r\n   2 ,   Tuned_WHERE: N-Def ,      78  ,     0 (               |             *), 0.78,  0.78,  0.78,  0.78,  0.78\r\n   2 ,    Tuned_Cart: N-Def ,      78  ,     0 (               |             *), 0.78,  0.78,  0.78,  0.78,  0.78\r\n   2 ,    Tuned_RFst: N-Def ,      78  ,     0 (               |             *), 0.78,  0.78,  0.78,  0.78,  0.78\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Naive_WHERE: N-Def ,      45  ,     0 (*              |              ), 0.45,  0.45,  0.45,  0.45,  0.45\r\n   1 ,   Naive_WHERE: Y-Def ,      45  ,     0 (*              |              ), 0.45,  0.45,  0.45,  0.45,  0.45\r\n   1 ,    Tuned_RFst: Y-Def ,      52  ,     0 (               |*             ), 0.52,  0.52,  0.52,  0.52,  0.52\r\n   1 ,    Tuned_Cart: Y-Def ,      52  ,     0 (               |*             ), 0.52,  0.52,  0.52,  0.52,  0.52\r\n   1 ,    Tuned_Cart: N-Def ,      52  ,     0 (               |*             ), 0.52,  0.52,  0.52,  0.52,  0.52\r\n   1 ,    Tuned_RFst: N-Def ,      52  ,     0 (               |*             ), 0.52,  0.52,  0.52,  0.52,  0.52\r\n   2 ,    Naive_Cart: Y-Def ,      53  ,     0 (               |  *           ), 0.53,  0.53,  0.53,  0.53,  0.53\r\n   2 ,    Naive_Cart: N-Def ,      53  ,     0 (               |  *           ), 0.53,  0.53,  0.53,  0.53,  0.53\r\n   2 ,   Tuned_WHERE: N-Def ,      55  ,     0 (               |       *      ), 0.55,  0.55,  0.55,  0.55,  0.55\r\n   2 ,   Tuned_WHERE: Y-Def ,      55  ,     0 (               |       *      ), 0.55,  0.55,  0.55,  0.55,  0.55\r\n   2 ,    Naive_RFst: N-Def ,      57  ,     0 (               |             *), 0.58,  0.58,  0.58,  0.58,  0.58\r\n   2 ,    Naive_RFst: Y-Def ,      57  ,     0 (               |             *), 0.58,  0.58,  0.58,  0.58,  0.58\r\n\r\n\r\ncamel done!\r\n\r\n++++++++++++++++++++\r\n DataSet: ivyV0\r\n++++++++++++++++++++\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Naive_RFst: N-Def ,      36  ,     0 (*              |              ), 0.36,  0.36,  0.36,  0.36,  0.36\r\n   1 ,   Naive_WHERE: N-Def ,      37  ,     0 (*              |              ), 0.37,  0.37,  0.37,  0.37,  0.37\r\n   1 ,    Naive_Cart: N-Def ,      46  ,     0 (     *         |              ), 0.46,  0.46,  0.46,  0.46,  0.46\r\n   1 ,   Tuned_WHERE: Y-Def ,      60  ,     0 (            *  |              ), 0.60,  0.60,  0.60,  0.60,  0.60\r\n   1 ,    Tuned_RFst: N-Def ,      60  ,     0 (            *  |              ), 0.60,  0.60,  0.60,  0.60,  0.60\r\n   2 ,   Tuned_WHERE: N-Def ,      75  ,     0 (               |   *          ), 0.75,  0.75,  0.75,  0.75,  0.75\r\n   2 ,    Tuned_Cart: N-Def ,      75  ,     0 (               |   *          ), 0.75,  0.75,  0.75,  0.75,  0.75\r\n   2 ,    Tuned_Cart: Y-Def ,      78  ,     0 (               |     *        ), 0.78,  0.78,  0.78,  0.78,  0.78\r\n   2 ,    Tuned_RFst: Y-Def ,      83  ,     0 (               |       *      ), 0.83,  0.83,  0.83,  0.83,  0.83\r\n   2 ,    Naive_Cart: Y-Def ,      88  ,     0 (               |          *   ), 0.88,  0.88,  0.88,  0.88,  0.88\r\n   2 ,   Naive_WHERE: Y-Def ,      93  ,     0 (               |            * ), 0.93,  0.93,  0.93,  0.93,  0.93\r\n   2 ,    Naive_RFst: Y-Def ,      95  ,     0 (               |             *), 0.95,  0.95,  0.95,  0.95,  0.95\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Naive_RFst: N-Def ,       5  ,     0 (*              |              ), 0.05,  0.05,  0.05,  0.05,  0.05\r\n   1 ,   Naive_WHERE: N-Def ,       8  ,     0 ( *             |              ), 0.08,  0.08,  0.08,  0.08,  0.08\r\n   1 ,    Naive_Cart: N-Def ,      13  ,     0 (    *          |              ), 0.13,  0.13,  0.13,  0.13,  0.13\r\n   1 ,    Tuned_RFst: N-Def ,      18  ,     0 (      *        |              ), 0.18,  0.18,  0.18,  0.18,  0.18\r\n   1 ,    Tuned_Cart: N-Def ,      23  ,     0 (         *     |              ), 0.23,  0.23,  0.23,  0.23,  0.23\r\n   1 ,    Tuned_Cart: Y-Def ,      25  ,     0 (          *    |              ), 0.25,  0.25,  0.25,  0.25,  0.25\r\n   1 ,   Tuned_WHERE: Y-Def ,      25  ,     0 (          *    |              ), 0.25,  0.25,  0.25,  0.25,  0.25\r\n   2 ,    Tuned_RFst: Y-Def ,      40  ,     0 (               | *            ), 0.40,  0.40,  0.40,  0.40,  0.40\r\n   2 ,   Tuned_WHERE: N-Def ,      40  ,     0 (               | *            ), 0.40,  0.40,  0.40,  0.40,  0.40\r\n   2 ,    Naive_Cart: Y-Def ,      54  ,     0 (               |        *     ), 0.54,  0.54,  0.54,  0.54,  0.54\r\n   2 ,   Naive_WHERE: Y-Def ,      63  ,     0 (               |             *), 0.63,  0.63,  0.63,  0.63,  0.63\r\n   2 ,    Naive_RFst: Y-Def ,      64  ,     0 (               |             *), 0.64,  0.64,  0.64,  0.64,  0.64\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Naive_RFst: Y-Def ,      16  ,     0 (*              |              ), 0.16,  0.16,  0.16,  0.16,  0.16\r\n   1 ,   Naive_WHERE: Y-Def ,      16  ,     0 (*              |              ), 0.16,  0.16,  0.16,  0.16,  0.16\r\n   1 ,    Naive_Cart: Y-Def ,      17  ,     0 (*              |              ), 0.17,  0.17,  0.17,  0.17,  0.17\r\n   1 ,    Tuned_RFst: Y-Def ,      21  ,     0 ( *             |              ), 0.21,  0.21,  0.21,  0.21,  0.21\r\n   1 ,   Tuned_WHERE: Y-Def ,      24  ,     0 (  *            |              ), 0.24,  0.24,  0.24,  0.24,  0.24\r\n   1 ,    Tuned_Cart: Y-Def ,      28  ,     0 (    *          |              ), 0.28,  0.28,  0.28,  0.28,  0.28\r\n   2 ,   Tuned_WHERE: N-Def ,      94  ,     0 (               |            * ), 0.94,  0.94,  0.94,  0.94,  0.94\r\n   2 ,    Tuned_Cart: N-Def ,      96  ,     0 (               |             *), 0.96,  0.96,  0.96,  0.96,  0.96\r\n   2 ,    Tuned_RFst: N-Def ,      96  ,     0 (               |             *), 0.96,  0.96,  0.96,  0.96,  0.96\r\n   2 ,   Naive_WHERE: N-Def ,      97  ,     0 (               |             *), 0.97,  0.97,  0.97,  0.97,  0.97\r\n   2 ,    Naive_Cart: N-Def ,      97  ,     0 (               |             *), 0.97,  0.97,  0.97,  0.97,  0.97\r\n   2 ,    Naive_RFst: N-Def ,      98  ,     0 (               |             *), 0.98,  0.98,  0.98,  0.98,  0.98\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Naive_RFst: Y-Def ,      27  ,     0 (*              |              ), 0.27,  0.27,  0.27,  0.27,  0.27\r\n   1 ,   Naive_WHERE: Y-Def ,      27  ,     0 (*              |              ), 0.27,  0.27,  0.27,  0.27,  0.27\r\n   1 ,    Naive_Cart: Y-Def ,      28  ,     0 ( *             |              ), 0.29,  0.29,  0.29,  0.29,  0.29\r\n   1 ,    Tuned_RFst: Y-Def ,      34  ,     0 (   *           |              ), 0.34,  0.34,  0.34,  0.34,  0.34\r\n   1 ,   Tuned_WHERE: Y-Def ,      34  ,     0 (   *           |              ), 0.34,  0.34,  0.34,  0.34,  0.34\r\n   1 ,    Tuned_Cart: Y-Def ,      41  ,     0 (       *       |              ), 0.41,  0.41,  0.41,  0.41,  0.41\r\n   1 ,    Naive_RFst: N-Def ,      52  ,     0 (             * |              ), 0.52,  0.52,  0.52,  0.52,  0.52\r\n   1 ,   Naive_WHERE: N-Def ,      54  ,     0 (              *|              ), 0.54,  0.54,  0.54,  0.54,  0.54\r\n   2 ,    Naive_Cart: N-Def ,      62  ,     0 (               |  *           ), 0.62,  0.62,  0.62,  0.62,  0.62\r\n   2 ,    Tuned_RFst: N-Def ,      74  ,     0 (               |        *     ), 0.74,  0.74,  0.74,  0.74,  0.74\r\n   2 ,   Tuned_WHERE: N-Def ,      83  ,     0 (               |             *), 0.83,  0.83,  0.83,  0.83,  0.83\r\n   2 ,    Tuned_Cart: N-Def ,      84  ,     0 (               |             *), 0.84,  0.84,  0.84,  0.84,  0.84\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Naive_RFst: N-Def ,      52  ,     0 (*              |              ), 0.52,  0.52,  0.52,  0.52,  0.52\r\n   1 ,    Naive_RFst: Y-Def ,      52  ,     0 (*              |              ), 0.52,  0.52,  0.52,  0.52,  0.52\r\n   1 ,   Naive_WHERE: N-Def ,      53  ,     0 ( *             |              ), 0.53,  0.53,  0.53,  0.53,  0.53\r\n   1 ,   Naive_WHERE: Y-Def ,      53  ,     0 ( *             |              ), 0.53,  0.53,  0.53,  0.53,  0.53\r\n   1 ,    Naive_Cart: Y-Def ,      60  ,     0 (         *     |              ), 0.60,  0.60,  0.60,  0.60,  0.60\r\n   1 ,    Naive_Cart: N-Def ,      60  ,     0 (         *     |              ), 0.60,  0.60,  0.60,  0.60,  0.60\r\n   2 ,   Tuned_WHERE: N-Def ,      67  ,     0 (               |  *           ), 0.67,  0.67,  0.67,  0.67,  0.67\r\n   2 ,   Tuned_WHERE: Y-Def ,      67  ,     0 (               |  *           ), 0.67,  0.67,  0.67,  0.67,  0.67\r\n   2 ,    Tuned_RFst: Y-Def ,      70  ,     0 (               |      *       ), 0.70,  0.70,  0.70,  0.70,  0.70\r\n   2 ,    Tuned_RFst: N-Def ,      70  ,     0 (               |      *       ), 0.70,  0.70,  0.70,  0.70,  0.70\r\n   2 ,    Tuned_Cart: Y-Def ,      76  ,     0 (               |             *), 0.76,  0.76,  0.76,  0.76,  0.76\r\n   2 ,    Tuned_Cart: N-Def ,      76  ,     0 (               |             *), 0.76,  0.76,  0.76,  0.76,  0.76\r\n\r\n\r\nivy done!\r\n\r\n++++++++++++++++++++\r\n DataSet: jeditV0\r\n++++++++++++++++++++\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Naive_WHERE: N-Def ,      44  ,     0 (*              |              ), 0.44,  0.44,  0.44,  0.44,  0.44\r\n   1 ,    Naive_RFst: N-Def ,      64  ,     0 (             * |              ), 0.64,  0.64,  0.64,  0.64,  0.64\r\n   1 ,    Tuned_Cart: Y-Def ,      65  ,     0 (             * |              ), 0.65,  0.65,  0.65,  0.65,  0.65\r\n   1 ,    Naive_Cart: Y-Def ,      66  ,     0 (              *|              ), 0.66,  0.66,  0.66,  0.66,  0.66\r\n   1 ,    Tuned_RFst: N-Def ,      68  ,     0 (               *              ), 0.68,  0.68,  0.68,  0.68,  0.68\r\n   2 ,   Tuned_WHERE: Y-Def ,      72  ,     0 (               |  *           ), 0.72,  0.72,  0.72,  0.72,  0.72\r\n   2 ,   Tuned_WHERE: N-Def ,      73  ,     0 (               |   *          ), 0.73,  0.73,  0.73,  0.73,  0.73\r\n   2 ,    Naive_Cart: N-Def ,      76  ,     0 (               |     *        ), 0.76,  0.76,  0.76,  0.76,  0.76\r\n   2 ,    Tuned_Cart: N-Def ,      80  ,     0 (               |       *      ), 0.80,  0.80,  0.80,  0.80,  0.80\r\n   2 ,    Tuned_RFst: Y-Def ,      81  ,     0 (               |        *     ), 0.81,  0.81,  0.81,  0.81,  0.81\r\n   2 ,    Naive_RFst: Y-Def ,      84  ,     0 (               |          *   ), 0.84,  0.84,  0.84,  0.84,  0.84\r\n   2 ,   Naive_WHERE: Y-Def ,      89  ,     0 (               |             *), 0.89,  0.89,  0.89,  0.89,  0.89\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Naive_WHERE: N-Def ,      11  ,     0 (*              |              ), 0.11,  0.11,  0.11,  0.11,  0.11\r\n   1 ,    Naive_RFst: N-Def ,      16  ,     0 (   *           |              ), 0.16,  0.16,  0.16,  0.16,  0.16\r\n   1 ,    Tuned_RFst: N-Def ,      19  ,     0 (     *         |              ), 0.19,  0.19,  0.19,  0.19,  0.19\r\n   1 ,    Tuned_Cart: Y-Def ,      20  ,     0 (     *         |              ), 0.20,  0.20,  0.20,  0.20,  0.20\r\n   1 ,    Naive_Cart: Y-Def ,      24  ,     0 (        *      |              ), 0.24,  0.24,  0.24,  0.24,  0.24\r\n   1 ,   Tuned_WHERE: Y-Def ,      27  ,     0 (          *    |              ), 0.27,  0.27,  0.27,  0.27,  0.27\r\n   1 ,   Tuned_WHERE: N-Def ,      28  ,     0 (           *   |              ), 0.28,  0.28,  0.28,  0.28,  0.28\r\n   2 ,    Tuned_RFst: Y-Def ,      32  ,     0 (             * |              ), 0.32,  0.32,  0.32,  0.32,  0.32\r\n   2 ,    Naive_Cart: N-Def ,      34  ,     0 (               *              ), 0.34,  0.34,  0.34,  0.34,  0.34\r\n   2 ,    Tuned_Cart: N-Def ,      35  ,     0 (               *              ), 0.35,  0.35,  0.35,  0.35,  0.35\r\n   2 ,    Naive_RFst: Y-Def ,      36  ,     0 (               |*             ), 0.36,  0.36,  0.36,  0.36,  0.36\r\n   2 ,   Naive_WHERE: Y-Def ,      56  ,     0 (               |             *), 0.56,  0.56,  0.56,  0.56,  0.56\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Naive_WHERE: Y-Def ,      35  ,     0 (*              |              ), 0.35,  0.35,  0.35,  0.35,  0.35\r\n   1 ,    Naive_RFst: Y-Def ,      44  ,     0 (    *          |              ), 0.44,  0.44,  0.44,  0.44,  0.44\r\n   1 ,    Tuned_RFst: Y-Def ,      46  ,     0 (     *         |              ), 0.46,  0.46,  0.46,  0.46,  0.46\r\n   1 ,   Tuned_WHERE: Y-Def ,      48  ,     0 (      *        |              ), 0.48,  0.48,  0.48,  0.48,  0.48\r\n   1 ,    Naive_Cart: Y-Def ,      49  ,     0 (       *       |              ), 0.49,  0.49,  0.49,  0.49,  0.49\r\n   1 ,    Tuned_Cart: Y-Def ,      53  ,     0 (         *     |              ), 0.53,  0.53,  0.53,  0.53,  0.53\r\n   2 ,    Tuned_Cart: N-Def ,      87  ,     0 (               |           *  ), 0.87,  0.87,  0.87,  0.87,  0.87\r\n   2 ,    Naive_Cart: N-Def ,      87  ,     0 (               |           *  ), 0.87,  0.87,  0.87,  0.87,  0.87\r\n   2 ,   Tuned_WHERE: N-Def ,      89  ,     0 (               |            * ), 0.89,  0.89,  0.89,  0.89,  0.89\r\n   2 ,    Tuned_RFst: N-Def ,      91  ,     0 (               |             *), 0.91,  0.91,  0.91,  0.91,  0.91\r\n   2 ,   Naive_WHERE: N-Def ,      92  ,     0 (               |             *), 0.92,  0.92,  0.92,  0.92,  0.92\r\n   2 ,    Naive_RFst: N-Def ,      92  ,     0 (               |             *), 0.92,  0.92,  0.92,  0.92,  0.92\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Naive_WHERE: Y-Def ,      50  ,     0 (*              |              ), 0.50,  0.50,  0.50,  0.50,  0.50\r\n   1 ,    Naive_Cart: Y-Def ,      56  ,     0 (     *         |              ), 0.56,  0.56,  0.56,  0.56,  0.56\r\n   1 ,    Naive_RFst: Y-Def ,      56  ,     0 (      *        |              ), 0.57,  0.57,  0.57,  0.57,  0.57\r\n   1 ,    Tuned_Cart: Y-Def ,      57  ,     0 (       *       |              ), 0.58,  0.58,  0.58,  0.58,  0.58\r\n   1 ,   Tuned_WHERE: Y-Def ,      57  ,     0 (       *       |              ), 0.58,  0.58,  0.58,  0.58,  0.58\r\n   1 ,    Tuned_RFst: Y-Def ,      59  ,     0 (        *      |              ), 0.59,  0.59,  0.59,  0.59,  0.59\r\n   1 ,   Naive_WHERE: N-Def ,      59  ,     0 (        *      |              ), 0.59,  0.59,  0.59,  0.59,  0.59\r\n   2 ,    Naive_RFst: N-Def ,      75  ,     0 (               |      *       ), 0.75,  0.75,  0.75,  0.75,  0.75\r\n   2 ,    Tuned_RFst: N-Def ,      78  ,     0 (               |         *    ), 0.78,  0.78,  0.78,  0.78,  0.78\r\n   2 ,   Tuned_WHERE: N-Def ,      80  ,     0 (               |           *  ), 0.80,  0.80,  0.80,  0.80,  0.80\r\n   2 ,    Naive_Cart: N-Def ,      81  ,     0 (               |            * ), 0.81,  0.81,  0.81,  0.81,  0.81\r\n   2 ,    Tuned_Cart: N-Def ,      83  ,     0 (               |             *), 0.83,  0.83,  0.83,  0.83,  0.83\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Naive_WHERE: N-Def ,      59  ,     0 (*              |              ), 0.59,  0.59,  0.59,  0.59,  0.59\r\n   1 ,   Naive_WHERE: Y-Def ,      59  ,     0 (*              |              ), 0.59,  0.59,  0.59,  0.59,  0.59\r\n   1 ,    Naive_Cart: Y-Def ,      71  ,     0 (               |       *      ), 0.71,  0.71,  0.71,  0.71,  0.71\r\n   1 ,    Naive_Cart: N-Def ,      71  ,     0 (               |       *      ), 0.71,  0.71,  0.71,  0.71,  0.71\r\n   1 ,    Tuned_Cart: Y-Def ,      72  ,     0 (               |         *    ), 0.72,  0.72,  0.72,  0.72,  0.72\r\n   1 ,    Naive_RFst: N-Def ,      72  ,     0 (               |         *    ), 0.72,  0.72,  0.72,  0.72,  0.72\r\n   1 ,    Tuned_Cart: N-Def ,      72  ,     0 (               |         *    ), 0.72,  0.72,  0.72,  0.72,  0.72\r\n   1 ,    Naive_RFst: Y-Def ,      72  ,     0 (               |         *    ), 0.72,  0.72,  0.72,  0.72,  0.72\r\n   1 ,   Tuned_WHERE: N-Def ,      73  ,     0 (               |           *  ), 0.73,  0.73,  0.73,  0.73,  0.73\r\n   1 ,   Tuned_WHERE: Y-Def ,      73  ,     0 (               |           *  ), 0.73,  0.73,  0.73,  0.73,  0.73\r\n   1 ,    Tuned_RFst: Y-Def ,      74  ,     0 (               |             *), 0.74,  0.74,  0.74,  0.74,  0.74\r\n   1 ,    Tuned_RFst: N-Def ,      74  ,     0 (               |             *), 0.74,  0.74,  0.74,  0.74,  0.74\r\n\r\n\r\n\r\n++++++++++++++++++++\r\n DataSet: jeditV1\r\n++++++++++++++++++++\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Naive_Cart: Y-Def ,      50  ,     0 (*              |              ), 0.50,  0.50,  0.50,  0.50,  0.50\r\n   1 ,   Naive_WHERE: N-Def ,      65  ,     0 (            *  |              ), 0.65,  0.65,  0.65,  0.65,  0.65\r\n   1 ,    Tuned_RFst: Y-Def ,      67  ,     0 (              *|              ), 0.67,  0.67,  0.67,  0.67,  0.67\r\n   1 ,   Tuned_WHERE: Y-Def ,      69  ,     0 (               |*             ), 0.69,  0.69,  0.69,  0.69,  0.69\r\n   1 ,   Tuned_WHERE: N-Def ,      70  ,     0 (               | *            ), 0.70,  0.70,  0.70,  0.70,  0.70\r\n   1 ,    Tuned_Cart: N-Def ,      70  ,     0 (               | *            ), 0.70,  0.70,  0.70,  0.70,  0.70\r\n   1 ,    Naive_RFst: N-Def ,      71  ,     0 (               | *            ), 0.71,  0.71,  0.71,  0.71,  0.71\r\n   2 ,   Naive_WHERE: Y-Def ,      75  ,     0 (               |     *        ), 0.75,  0.75,  0.75,  0.75,  0.75\r\n   2 ,    Naive_RFst: Y-Def ,      79  ,     0 (               |        *     ), 0.79,  0.79,  0.79,  0.79,  0.79\r\n   2 ,    Naive_Cart: N-Def ,      80  ,     0 (               |         *    ), 0.80,  0.80,  0.80,  0.80,  0.80\r\n   2 ,    Tuned_RFst: N-Def ,      81  ,     0 (               |          *   ), 0.81,  0.81,  0.81,  0.81,  0.81\r\n   2 ,    Tuned_Cart: Y-Def ,      85  ,     0 (               |             *), 0.85,  0.85,  0.85,  0.85,  0.85\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Tuned_Cart: N-Def ,      15  ,     0 (*              |              ), 0.15,  0.15,  0.15,  0.15,  0.15\r\n   1 ,    Tuned_RFst: Y-Def ,      19  ,     0 (   *           |              ), 0.19,  0.19,  0.19,  0.19,  0.19\r\n   1 ,    Naive_Cart: Y-Def ,      20  ,     0 (    *          |              ), 0.20,  0.20,  0.20,  0.20,  0.20\r\n   1 ,    Naive_RFst: N-Def ,      21  ,     0 (     *         |              ), 0.21,  0.21,  0.21,  0.21,  0.21\r\n   1 ,   Naive_WHERE: N-Def ,      25  ,     0 (        *      |              ), 0.25,  0.25,  0.25,  0.25,  0.25\r\n   2 ,    Naive_RFst: Y-Def ,      28  ,     0 (           *   |              ), 0.29,  0.29,  0.29,  0.29,  0.29\r\n   2 ,    Tuned_Cart: Y-Def ,      30  ,     0 (            *  |              ), 0.30,  0.30,  0.30,  0.30,  0.30\r\n   2 ,   Tuned_WHERE: Y-Def ,      30  ,     0 (            *  |              ), 0.30,  0.30,  0.30,  0.30,  0.30\r\n   2 ,   Tuned_WHERE: N-Def ,      31  ,     0 (             * |              ), 0.31,  0.31,  0.31,  0.31,  0.31\r\n   2 ,    Tuned_RFst: N-Def ,      33  ,     0 (               *              ), 0.33,  0.33,  0.33,  0.33,  0.33\r\n   2 ,   Naive_WHERE: Y-Def ,      35  ,     0 (               | *            ), 0.35,  0.35,  0.35,  0.35,  0.35\r\n   2 ,    Naive_Cart: N-Def ,      50  ,     0 (               |             *), 0.50,  0.50,  0.50,  0.50,  0.50\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Naive_WHERE: Y-Def ,      24  ,     0 (*              |              ), 0.24,  0.24,  0.24,  0.24,  0.24\r\n   1 ,   Tuned_WHERE: Y-Def ,      26  ,     0 (*              |              ), 0.26,  0.26,  0.26,  0.26,  0.26\r\n   1 ,    Naive_Cart: Y-Def ,      28  ,     0 ( *             |              ), 0.28,  0.28,  0.28,  0.28,  0.28\r\n   1 ,    Naive_RFst: Y-Def ,      28  ,     0 (  *            |              ), 0.29,  0.29,  0.29,  0.29,  0.29\r\n   1 ,    Tuned_Cart: Y-Def ,      30  ,     0 (  *            |              ), 0.30,  0.30,  0.30,  0.30,  0.30\r\n   1 ,    Tuned_RFst: Y-Def ,      35  ,     0 (    *          |              ), 0.35,  0.35,  0.35,  0.35,  0.35\r\n   2 ,    Naive_Cart: N-Def ,      91  ,     0 (               |           *  ), 0.91,  0.91,  0.91,  0.91,  0.91\r\n   2 ,   Tuned_WHERE: N-Def ,      94  ,     0 (               |            * ), 0.94,  0.94,  0.94,  0.94,  0.94\r\n   2 ,    Tuned_RFst: N-Def ,      94  ,     0 (               |            * ), 0.94,  0.94,  0.94,  0.94,  0.94\r\n   2 ,   Naive_WHERE: N-Def ,      95  ,     0 (               |             *), 0.95,  0.95,  0.95,  0.95,  0.95\r\n   2 ,    Naive_RFst: N-Def ,      96  ,     0 (               |             *), 0.96,  0.96,  0.96,  0.96,  0.96\r\n   2 ,    Tuned_Cart: N-Def ,      97  ,     0 (               |             *), 0.97,  0.97,  0.97,  0.97,  0.97\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Naive_Cart: Y-Def ,      36  ,     0 (*              |              ), 0.36,  0.36,  0.36,  0.36,  0.36\r\n   1 ,   Tuned_WHERE: Y-Def ,      37  ,     0 (*              |              ), 0.37,  0.37,  0.37,  0.37,  0.37\r\n   1 ,   Naive_WHERE: Y-Def ,      37  ,     0 (*              |              ), 0.37,  0.37,  0.37,  0.37,  0.37\r\n   1 ,    Naive_RFst: Y-Def ,      43  ,     0 (    *          |              ), 0.43,  0.43,  0.43,  0.43,  0.43\r\n   1 ,    Tuned_Cart: Y-Def ,      44  ,     0 (    *          |              ), 0.44,  0.44,  0.44,  0.44,  0.44\r\n   1 ,    Tuned_RFst: Y-Def ,      46  ,     0 (     *         |              ), 0.46,  0.46,  0.46,  0.46,  0.46\r\n   2 ,   Naive_WHERE: N-Def ,      77  ,     0 (               |        *     ), 0.77,  0.77,  0.77,  0.77,  0.77\r\n   2 ,   Tuned_WHERE: N-Def ,      80  ,     0 (               |         *    ), 0.80,  0.80,  0.80,  0.80,  0.80\r\n   2 ,    Tuned_Cart: N-Def ,      81  ,     0 (               |          *   ), 0.81,  0.81,  0.81,  0.81,  0.81\r\n   2 ,    Naive_RFst: N-Def ,      82  ,     0 (               |           *  ), 0.82,  0.82,  0.82,  0.82,  0.82\r\n   2 ,    Naive_Cart: N-Def ,      85  ,     0 (               |            * ), 0.85,  0.85,  0.85,  0.85,  0.85\r\n   2 ,    Tuned_RFst: N-Def ,      87  ,     0 (               |             *), 0.87,  0.87,  0.87,  0.87,  0.87\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Naive_Cart: Y-Def ,      62  ,     0 (*              |              ), 0.62,  0.62,  0.62,  0.62,  0.62\r\n   1 ,    Naive_Cart: N-Def ,      62  ,     0 (*              |              ), 0.62,  0.62,  0.62,  0.62,  0.62\r\n   1 ,   Tuned_WHERE: N-Def ,      69  ,     0 (             * |              ), 0.69,  0.69,  0.69,  0.69,  0.69\r\n   1 ,   Tuned_WHERE: Y-Def ,      69  ,     0 (             * |              ), 0.69,  0.69,  0.69,  0.69,  0.69\r\n   1 ,   Naive_WHERE: N-Def ,      70  ,     0 (               *              ), 0.70,  0.70,  0.70,  0.70,  0.70\r\n   1 ,   Naive_WHERE: Y-Def ,      70  ,     0 (               *              ), 0.70,  0.70,  0.70,  0.70,  0.70\r\n   2 ,    Tuned_RFst: Y-Def ,      73  ,     0 (               |     *        ), 0.73,  0.73,  0.73,  0.73,  0.73\r\n   2 ,    Tuned_RFst: N-Def ,      73  ,     0 (               |     *        ), 0.73,  0.73,  0.73,  0.73,  0.73\r\n   2 ,    Naive_RFst: N-Def ,      75  ,     0 (               |         *    ), 0.75,  0.75,  0.75,  0.75,  0.75\r\n   2 ,    Naive_RFst: Y-Def ,      75  ,     0 (               |         *    ), 0.75,  0.75,  0.75,  0.75,  0.75\r\n   2 ,    Tuned_Cart: Y-Def ,      77  ,     0 (               |             *), 0.77,  0.77,  0.77,  0.77,  0.77\r\n   2 ,    Tuned_Cart: N-Def ,      77  ,     0 (               |             *), 0.77,  0.77,  0.77,  0.77,  0.77\r\n\r\n\r\n\r\n++++++++++++++++++++\r\n DataSet: jeditV2\r\n++++++++++++++++++++\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Tuned_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Naive_Cart: Y-Def ,      36  ,     0 (           *   |              ), 0.36,  0.36,  0.36,  0.36,  0.36\r\n   1 ,    Tuned_RFst: Y-Def ,      45  ,     0 (             * |              ), 0.45,  0.45,  0.45,  0.45,  0.45\r\n   1 ,   Naive_WHERE: Y-Def ,      45  ,     0 (             * |              ), 0.45,  0.45,  0.45,  0.45,  0.45\r\n   1 ,   Naive_WHERE: N-Def ,      54  ,     0 (               |*             ), 0.54,  0.54,  0.54,  0.54,  0.54\r\n   1 ,    Tuned_Cart: Y-Def ,      55  ,     0 (               |*             ), 0.55,  0.55,  0.55,  0.55,  0.55\r\n   1 ,    Naive_RFst: N-Def ,      60  ,     0 (               |  *           ), 0.60,  0.60,  0.60,  0.60,  0.60\r\n   2 ,    Naive_Cart: N-Def ,      69  ,     0 (               |     *        ), 0.69,  0.69,  0.69,  0.69,  0.69\r\n   2 ,    Tuned_RFst: N-Def ,      84  ,     0 (               |         *    ), 0.84,  0.84,  0.84,  0.84,  0.84\r\n   2 ,    Tuned_Cart: N-Def ,      85  ,     0 (               |          *   ), 0.85,  0.85,  0.85,  0.85,  0.85\r\n   2 ,    Naive_RFst: Y-Def ,      91  ,     0 (               |           *  ), 0.91,  0.91,  0.91,  0.91,  0.91\r\n   2 ,   Tuned_WHERE: N-Def ,      98  ,     0 (               |             *), 0.98,  0.98,  0.98,  0.98,  0.98\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Tuned_WHERE: Y-Def ,       2  ,     0 (*              |              ), 0.02,  0.02,  0.02,  0.02,  0.02\r\n   1 ,    Naive_RFst: N-Def ,       9  ,     0 (  *            |              ), 0.09,  0.09,  0.09,  0.09,  0.09\r\n   1 ,    Tuned_Cart: Y-Def ,      15  ,     0 (   *           |              ), 0.15,  0.15,  0.15,  0.15,  0.15\r\n   1 ,    Tuned_RFst: Y-Def ,      16  ,     0 (    *          |              ), 0.16,  0.16,  0.16,  0.16,  0.16\r\n   1 ,    Naive_Cart: Y-Def ,      31  ,     0 (        *      |              ), 0.31,  0.31,  0.31,  0.31,  0.31\r\n   2 ,    Naive_RFst: Y-Def ,      40  ,     0 (           *   |              ), 0.40,  0.40,  0.40,  0.40,  0.40\r\n   2 ,    Tuned_Cart: N-Def ,      45  ,     0 (             * |              ), 0.45,  0.45,  0.45,  0.45,  0.45\r\n   2 ,   Naive_WHERE: Y-Def ,      46  ,     0 (             * |              ), 0.46,  0.46,  0.46,  0.46,  0.46\r\n   2 ,   Naive_WHERE: N-Def ,      55  ,     0 (               |*             ), 0.55,  0.55,  0.55,  0.55,  0.55\r\n   2 ,    Tuned_RFst: N-Def ,      55  ,     0 (               |*             ), 0.55,  0.55,  0.55,  0.55,  0.55\r\n   2 ,    Naive_Cart: N-Def ,      64  ,     0 (               |  *           ), 0.64,  0.64,  0.64,  0.64,  0.64\r\n   2 ,   Tuned_WHERE: N-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Tuned_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Naive_WHERE: Y-Def ,       2  ,     0 (*              |              ), 0.02,  0.02,  0.02,  0.02,  0.02\r\n   1 ,    Naive_Cart: Y-Def ,       3  ,     0 (*              |              ), 0.03,  0.03,  0.03,  0.03,  0.03\r\n   1 ,    Naive_RFst: Y-Def ,       5  ,     0 ( *             |              ), 0.05,  0.05,  0.05,  0.05,  0.05\r\n   1 ,    Tuned_RFst: Y-Def ,       6  ,     0 ( *             |              ), 0.06,  0.06,  0.06,  0.06,  0.06\r\n   1 ,    Tuned_Cart: Y-Def ,       8  ,     0 (  *            |              ), 0.08,  0.08,  0.08,  0.08,  0.08\r\n   2 ,   Tuned_WHERE: N-Def ,      98  ,     0 (               |             *), 0.98,  0.98,  0.98,  0.98,  0.98\r\n   2 ,   Naive_WHERE: N-Def ,      98  ,     0 (               |             *), 0.98,  0.98,  0.98,  0.98,  0.98\r\n   2 ,    Naive_Cart: N-Def ,      98  ,     0 (               |             *), 0.98,  0.98,  0.98,  0.98,  0.98\r\n   2 ,    Tuned_Cart: N-Def ,      99  ,     0 (               |             *), 0.99,  0.99,  0.99,  0.99,  0.99\r\n   2 ,    Tuned_RFst: N-Def ,      99  ,     0 (               |             *), 0.99,  0.99,  0.99,  0.99,  0.99\r\n   2 ,    Naive_RFst: N-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Naive_WHERE: Y-Def ,       4  ,     0 (*              |              ), 0.04,  0.04,  0.04,  0.04,  0.04\r\n   1 ,    Naive_Cart: Y-Def ,       5  ,     0 (*              |              ), 0.05,  0.05,  0.05,  0.05,  0.05\r\n   1 ,    Naive_RFst: Y-Def ,       9  ,     0 ( *             |              ), 0.09,  0.09,  0.09,  0.09,  0.09\r\n   1 ,    Tuned_RFst: Y-Def ,      11  ,     0 (  *            |              ), 0.11,  0.11,  0.11,  0.11,  0.11\r\n   1 ,    Tuned_Cart: Y-Def ,      13  ,     0 (  *            |              ), 0.13,  0.13,  0.13,  0.13,  0.13\r\n   2 ,   Naive_WHERE: N-Def ,      69  ,     0 (               |    *         ), 0.69,  0.69,  0.69,  0.69,  0.69\r\n   2 ,    Naive_RFst: N-Def ,      75  ,     0 (               |      *       ), 0.75,  0.75,  0.75,  0.75,  0.75\r\n   2 ,    Naive_Cart: N-Def ,      81  ,     0 (               |        *     ), 0.81,  0.81,  0.81,  0.81,  0.81\r\n   2 ,    Tuned_Cart: N-Def ,      91  ,     0 (               |           *  ), 0.91,  0.91,  0.91,  0.91,  0.91\r\n   2 ,    Tuned_RFst: N-Def ,      91  ,     0 (               |           *  ), 0.91,  0.91,  0.91,  0.91,  0.91\r\n   2 ,   Tuned_WHERE: N-Def ,      98  ,     0 (               |             *), 0.98,  0.98,  0.98,  0.98,  0.98\r\n   2 ,   Tuned_WHERE: Y-Def ,      98  ,     0 (               |             *), 0.98,  0.98,  0.98,  0.98,  0.98\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Tuned_WHERE: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Tuned_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Naive_Cart: Y-Def ,      48  ,     0 (               |   *          ), 0.48,  0.48,  0.48,  0.48,  0.48\r\n   1 ,    Naive_Cart: N-Def ,      48  ,     0 (               |   *          ), 0.48,  0.48,  0.48,  0.48,  0.48\r\n   1 ,   Naive_WHERE: N-Def ,      49  ,     0 (               |    *         ), 0.49,  0.49,  0.49,  0.49,  0.49\r\n   1 ,   Naive_WHERE: Y-Def ,      49  ,     0 (               |    *         ), 0.49,  0.49,  0.49,  0.49,  0.49\r\n   1 ,    Tuned_RFst: Y-Def ,      59  ,     0 (               |        *     ), 0.59,  0.59,  0.59,  0.59,  0.59\r\n   1 ,    Tuned_RFst: N-Def ,      59  ,     0 (               |        *     ), 0.59,  0.59,  0.59,  0.59,  0.59\r\n   1 ,    Tuned_Cart: Y-Def ,      66  ,     0 (               |           *  ), 0.66,  0.66,  0.66,  0.66,  0.66\r\n   1 ,    Tuned_Cart: N-Def ,      66  ,     0 (               |           *  ), 0.66,  0.66,  0.66,  0.66,  0.66\r\n   1 ,    Naive_RFst: N-Def ,      72  ,     0 (               |             *), 0.72,  0.72,  0.72,  0.72,  0.72\r\n   1 ,    Naive_RFst: Y-Def ,      72  ,     0 (               |             *), 0.72,  0.72,  0.72,  0.72,  0.72\r\n\r\n\r\njedit done!\r\n\r\n++++++++++++++++++++\r\n DataSet: log4jV0\r\n++++++++++++++++++++\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Tuned_WHERE: Y-Def ,       3  ,     0 (*              |              ), 0.03,  0.03,  0.03,  0.03,  0.03\r\n   1 ,    Naive_Cart: Y-Def ,      31  ,     0 (        *      |              ), 0.31,  0.31,  0.31,  0.31,  0.31\r\n   1 ,    Tuned_Cart: Y-Def ,      37  ,     0 (          *    |              ), 0.37,  0.37,  0.37,  0.37,  0.37\r\n   1 ,    Tuned_RFst: Y-Def ,      39  ,     0 (           *   |              ), 0.39,  0.39,  0.39,  0.39,  0.39\r\n   1 ,    Naive_RFst: Y-Def ,      41  ,     0 (           *   |              ), 0.41,  0.41,  0.41,  0.41,  0.41\r\n   1 ,   Naive_WHERE: Y-Def ,      46  ,     0 (             * |              ), 0.46,  0.46,  0.46,  0.46,  0.46\r\n   2 ,   Naive_WHERE: N-Def ,      63  ,     0 (               |  *           ), 0.63,  0.63,  0.63,  0.63,  0.63\r\n   2 ,    Tuned_Cart: N-Def ,      75  ,     0 (               |      *       ), 0.75,  0.75,  0.75,  0.75,  0.75\r\n   2 ,    Naive_Cart: N-Def ,      88  ,     0 (               |          *   ), 0.88,  0.88,  0.88,  0.88,  0.88\r\n   2 ,    Naive_RFst: N-Def ,      94  ,     0 (               |            * ), 0.94,  0.94,  0.94,  0.94,  0.94\r\n   2 ,    Tuned_RFst: N-Def ,      94  ,     0 (               |            * ), 0.94,  0.94,  0.94,  0.94,  0.94\r\n   2 ,   Tuned_WHERE: N-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Tuned_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_RFst: Y-Def ,       6  ,     0 ( *             |              ), 0.06,  0.06,  0.06,  0.06,  0.06\r\n   1 ,    Naive_RFst: Y-Def ,       6  ,     0 ( *             |              ), 0.06,  0.06,  0.06,  0.06,  0.06\r\n   1 ,    Naive_Cart: Y-Def ,      13  ,     0 (    *          |              ), 0.13,  0.13,  0.13,  0.13,  0.13\r\n   1 ,    Tuned_Cart: Y-Def ,      25  ,     0 (       *       |              ), 0.25,  0.25,  0.25,  0.25,  0.25\r\n   1 ,   Naive_WHERE: Y-Def ,      38  ,     0 (           *   |              ), 0.38,  0.38,  0.38,  0.38,  0.38\r\n   2 ,   Naive_WHERE: N-Def ,      54  ,     0 (               |*             ), 0.54,  0.54,  0.54,  0.54,  0.54\r\n   2 ,    Naive_RFst: N-Def ,      59  ,     0 (               |  *           ), 0.59,  0.59,  0.59,  0.59,  0.59\r\n   2 ,    Tuned_RFst: N-Def ,      61  ,     0 (               |  *           ), 0.61,  0.61,  0.61,  0.61,  0.61\r\n   2 ,    Tuned_Cart: N-Def ,      63  ,     0 (               |   *          ), 0.63,  0.63,  0.63,  0.63,  0.63\r\n   2 ,    Naive_Cart: N-Def ,      69  ,     0 (               |     *        ), 0.69,  0.69,  0.69,  0.69,  0.69\r\n   2 ,   Tuned_WHERE: N-Def ,      97  ,     0 (               |             *), 0.97,  0.97,  0.97,  0.97,  0.97\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Tuned_WHERE: N-Def ,       8  ,     0 (*              |              ), 0.08,  0.08,  0.08,  0.08,  0.08\r\n   1 ,   Naive_WHERE: N-Def ,       9  ,     0 (*              |              ), 0.09,  0.09,  0.09,  0.09,  0.09\r\n   1 ,    Tuned_Cart: N-Def ,       9  ,     0 (*              |              ), 0.09,  0.09,  0.09,  0.09,  0.09\r\n   1 ,    Naive_Cart: N-Def ,      10  ,     0 (*              |              ), 0.10,  0.10,  0.10,  0.10,  0.10\r\n   1 ,    Tuned_RFst: N-Def ,      11  ,     0 (*              |              ), 0.11,  0.11,  0.11,  0.11,  0.11\r\n   1 ,    Naive_RFst: N-Def ,      12  ,     0 ( *             |              ), 0.12,  0.12,  0.12,  0.12,  0.12\r\n   2 ,   Naive_WHERE: Y-Def ,      94  ,     0 (               |            * ), 0.94,  0.94,  0.94,  0.94,  0.94\r\n   2 ,    Tuned_Cart: Y-Def ,      95  ,     0 (               |            * ), 0.95,  0.95,  0.95,  0.95,  0.95\r\n   2 ,    Naive_Cart: Y-Def ,      97  ,     0 (               |             *), 0.97,  0.97,  0.97,  0.97,  0.97\r\n   2 ,    Tuned_RFst: Y-Def ,      99  ,     0 (               |             *), 0.99,  0.99,  0.99,  0.99,  0.99\r\n   2 ,    Naive_RFst: Y-Def ,      99  ,     0 (               |             *), 0.99,  0.99,  0.99,  0.99,  0.99\r\n   2 ,   Tuned_WHERE: Y-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Tuned_WHERE: Y-Def ,       6  ,     0 (*              |              ), 0.06,  0.06,  0.06,  0.06,  0.06\r\n   1 ,   Tuned_WHERE: N-Def ,      15  ,     0 (    *          |              ), 0.15,  0.15,  0.15,  0.15,  0.15\r\n   1 ,   Naive_WHERE: N-Def ,      16  ,     0 (     *         |              ), 0.16,  0.16,  0.16,  0.16,  0.16\r\n   1 ,    Tuned_Cart: N-Def ,      16  ,     0 (     *         |              ), 0.16,  0.16,  0.16,  0.16,  0.16\r\n   1 ,    Naive_Cart: N-Def ,      18  ,     0 (      *        |              ), 0.18,  0.18,  0.18,  0.18,  0.18\r\n   1 ,    Tuned_RFst: N-Def ,      20  ,     0 (       *       |              ), 0.20,  0.20,  0.20,  0.20,  0.20\r\n   1 ,    Naive_RFst: N-Def ,      21  ,     0 (        *      |              ), 0.21,  0.21,  0.21,  0.21,  0.21\r\n   2 ,    Naive_Cart: Y-Def ,      47  ,     0 (               |     *        ), 0.47,  0.47,  0.47,  0.47,  0.47\r\n   2 ,    Tuned_Cart: Y-Def ,      53  ,     0 (               |         *    ), 0.53,  0.53,  0.53,  0.53,  0.53\r\n   2 ,    Tuned_RFst: Y-Def ,      56  ,     0 (               |          *   ), 0.56,  0.56,  0.56,  0.56,  0.56\r\n   2 ,    Naive_RFst: Y-Def ,      57  ,     0 (               |           *  ), 0.58,  0.58,  0.58,  0.58,  0.58\r\n   2 ,   Naive_WHERE: Y-Def ,      62  ,     0 (               |             *), 0.62,  0.62,  0.62,  0.62,  0.62\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Tuned_WHERE: N-Def ,       6  ,     0 (*              |              ), 0.06,  0.06,  0.06,  0.06,  0.06\r\n   1 ,   Tuned_WHERE: Y-Def ,       6  ,     0 (*              |              ), 0.06,  0.06,  0.06,  0.06,  0.06\r\n   1 ,    Naive_Cart: Y-Def ,      46  ,     0 (               |       *      ), 0.46,  0.46,  0.46,  0.46,  0.46\r\n   1 ,    Naive_Cart: N-Def ,      46  ,     0 (               |       *      ), 0.46,  0.46,  0.46,  0.46,  0.46\r\n   1 ,    Tuned_Cart: Y-Def ,      49  ,     0 (               |         *    ), 0.49,  0.49,  0.49,  0.49,  0.49\r\n   1 ,    Tuned_Cart: N-Def ,      49  ,     0 (               |         *    ), 0.49,  0.49,  0.49,  0.49,  0.49\r\n   1 ,   Naive_WHERE: N-Def ,      53  ,     0 (               |           *  ), 0.53,  0.53,  0.53,  0.53,  0.53\r\n   1 ,   Naive_WHERE: Y-Def ,      53  ,     0 (               |           *  ), 0.53,  0.53,  0.53,  0.53,  0.53\r\n   1 ,    Tuned_RFst: Y-Def ,      55  ,     0 (               |            * ), 0.55,  0.55,  0.55,  0.55,  0.55\r\n   1 ,    Tuned_RFst: N-Def ,      55  ,     0 (               |            * ), 0.55,  0.55,  0.55,  0.55,  0.55\r\n   1 ,    Naive_RFst: N-Def ,      56  ,     0 (               |             *), 0.57,  0.57,  0.57,  0.57,  0.57\r\n   1 ,    Naive_RFst: Y-Def ,      56  ,     0 (               |             *), 0.57,  0.57,  0.57,  0.57,  0.57\r\n\r\n\r\nlog4j done!\r\n\r\n++++++++++++++++++++\r\n DataSet: luceneV0\r\n++++++++++++++++++++\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Tuned_Cart: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_RFst: N-Def ,       3  ,     0 (*              |              ), 0.03,  0.03,  0.03,  0.03,  0.03\r\n   1 ,   Tuned_WHERE: N-Def ,      15  ,     0 (    *          |              ), 0.15,  0.15,  0.15,  0.15,  0.15\r\n   1 ,   Naive_WHERE: N-Def ,      24  ,     0 (       *       |              ), 0.24,  0.24,  0.24,  0.24,  0.24\r\n   1 ,    Naive_RFst: N-Def ,      47  ,     0 (              *|              ), 0.47,  0.47,  0.47,  0.47,  0.47\r\n   1 ,    Naive_Cart: Y-Def ,      48  ,     0 (              *|              ), 0.48,  0.48,  0.48,  0.48,  0.48\r\n   2 ,    Naive_Cart: N-Def ,      65  ,     0 (               |   *          ), 0.65,  0.65,  0.65,  0.65,  0.65\r\n   2 ,    Naive_RFst: Y-Def ,      72  ,     0 (               |     *        ), 0.72,  0.72,  0.72,  0.72,  0.72\r\n   2 ,   Naive_WHERE: Y-Def ,      81  ,     0 (               |        *     ), 0.81,  0.81,  0.81,  0.81,  0.81\r\n   2 ,   Tuned_WHERE: Y-Def ,      93  ,     0 (               |           *  ), 0.93,  0.93,  0.93,  0.93,  0.93\r\n   2 ,    Tuned_RFst: Y-Def ,      97  ,     0 (               |             *), 0.97,  0.97,  0.97,  0.97,  0.97\r\n   2 ,    Tuned_Cart: Y-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Tuned_Cart: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_RFst: N-Def ,       3  ,     0 (*              |              ), 0.03,  0.03,  0.03,  0.03,  0.03\r\n   1 ,   Tuned_WHERE: N-Def ,       7  ,     0 (  *            |              ), 0.07,  0.07,  0.07,  0.07,  0.07\r\n   1 ,   Naive_WHERE: N-Def ,      19  ,     0 (     *         |              ), 0.19,  0.19,  0.19,  0.19,  0.19\r\n   1 ,    Naive_RFst: N-Def ,      28  ,     0 (        *      |              ), 0.28,  0.28,  0.28,  0.28,  0.28\r\n   1 ,    Naive_Cart: Y-Def ,      35  ,     0 (          *    |              ), 0.35,  0.35,  0.35,  0.35,  0.35\r\n   2 ,    Naive_Cart: N-Def ,      52  ,     0 (               *              ), 0.52,  0.52,  0.52,  0.52,  0.52\r\n   2 ,    Naive_RFst: Y-Def ,      53  ,     0 (               *              ), 0.53,  0.53,  0.53,  0.53,  0.53\r\n   2 ,   Naive_WHERE: Y-Def ,      76  ,     0 (               |      *       ), 0.76,  0.76,  0.76,  0.76,  0.76\r\n   2 ,   Tuned_WHERE: Y-Def ,      85  ,     0 (               |         *    ), 0.85,  0.85,  0.85,  0.85,  0.85\r\n   2 ,    Tuned_RFst: Y-Def ,      97  ,     0 (               |             *), 0.97,  0.97,  0.97,  0.97,  0.97\r\n   2 ,    Tuned_Cart: Y-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Tuned_Cart: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_RFst: N-Def ,      40  ,     0 (               | *            ), 0.40,  0.40,  0.40,  0.40,  0.40\r\n   1 ,   Naive_WHERE: N-Def ,      46  ,     0 (               |    *         ), 0.46,  0.46,  0.46,  0.46,  0.46\r\n   1 ,    Naive_Cart: N-Def ,      46  ,     0 (               |    *         ), 0.46,  0.46,  0.46,  0.46,  0.46\r\n   2 ,    Naive_RFst: N-Def ,      54  ,     0 (               |        *     ), 0.54,  0.54,  0.54,  0.54,  0.54\r\n   2 ,   Tuned_WHERE: N-Def ,      57  ,     0 (               |         *    ), 0.58,  0.58,  0.58,  0.58,  0.58\r\n   2 ,    Tuned_RFst: Y-Def ,      60  ,     0 (               |          *   ), 0.60,  0.60,  0.60,  0.60,  0.60\r\n   2 ,    Tuned_Cart: Y-Def ,      60  ,     0 (               |          *   ), 0.60,  0.60,  0.60,  0.60,  0.60\r\n   3 ,   Naive_WHERE: Y-Def ,      61  ,     0 (               |           *  ), 0.61,  0.61,  0.61,  0.61,  0.61\r\n   3 ,   Tuned_WHERE: Y-Def ,      62  ,     0 (               |           *  ), 0.62,  0.62,  0.62,  0.62,  0.62\r\n   3 ,    Naive_Cart: Y-Def ,      67  ,     0 (               |             *), 0.67,  0.67,  0.67,  0.67,  0.67\r\n   3 ,    Naive_RFst: Y-Def ,      67  ,     0 (               |             *), 0.67,  0.67,  0.67,  0.67,  0.67\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Tuned_Cart: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_RFst: N-Def ,       5  ,     0 ( *             |              ), 0.05,  0.05,  0.05,  0.05,  0.05\r\n   1 ,   Tuned_WHERE: N-Def ,      24  ,     0 (         *     |              ), 0.24,  0.24,  0.24,  0.24,  0.24\r\n   1 ,   Naive_WHERE: N-Def ,      32  ,     0 (            *  |              ), 0.32,  0.32,  0.32,  0.32,  0.32\r\n   2 ,    Naive_RFst: N-Def ,      50  ,     0 (               |   *          ), 0.50,  0.50,  0.50,  0.50,  0.50\r\n   2 ,    Naive_Cart: N-Def ,      54  ,     0 (               |     *        ), 0.54,  0.54,  0.54,  0.54,  0.54\r\n   2 ,    Naive_Cart: Y-Def ,      56  ,     0 (               |      *       ), 0.56,  0.56,  0.56,  0.56,  0.56\r\n   2 ,    Naive_RFst: Y-Def ,      70  ,     0 (               |           *  ), 0.70,  0.70,  0.70,  0.70,  0.70\r\n   2 ,   Naive_WHERE: Y-Def ,      70  ,     0 (               |           *  ), 0.70,  0.70,  0.70,  0.70,  0.70\r\n   2 ,    Tuned_RFst: Y-Def ,      74  ,     0 (               |             *), 0.74,  0.74,  0.74,  0.74,  0.74\r\n   2 ,   Tuned_WHERE: Y-Def ,      74  ,     0 (               |             *), 0.74,  0.74,  0.74,  0.74,  0.74\r\n   2 ,    Tuned_Cart: Y-Def ,      75  ,     0 (               |             *), 0.75,  0.75,  0.75,  0.75,  0.75\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Tuned_Cart: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_Cart: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_RFst: Y-Def ,       6  ,     0 (   *           |              ), 0.06,  0.06,  0.06,  0.06,  0.06\r\n   1 ,    Tuned_RFst: N-Def ,       6  ,     0 (   *           |              ), 0.06,  0.06,  0.06,  0.06,  0.06\r\n   1 ,   Tuned_WHERE: N-Def ,      26  ,     0 (             * |              ), 0.26,  0.26,  0.26,  0.26,  0.26\r\n   1 ,   Tuned_WHERE: Y-Def ,      26  ,     0 (             * |              ), 0.26,  0.26,  0.26,  0.26,  0.26\r\n   2 ,   Naive_WHERE: N-Def ,      37  ,     0 (               |   *          ), 0.37,  0.37,  0.37,  0.37,  0.37\r\n   2 ,   Naive_WHERE: Y-Def ,      37  ,     0 (               |   *          ), 0.37,  0.37,  0.37,  0.37,  0.37\r\n   2 ,    Naive_Cart: Y-Def ,      55  ,     0 (               |            * ), 0.55,  0.55,  0.55,  0.55,  0.55\r\n   2 ,    Naive_Cart: N-Def ,      55  ,     0 (               |            * ), 0.55,  0.55,  0.55,  0.55,  0.55\r\n   2 ,    Naive_RFst: N-Def ,      56  ,     0 (               |             *), 0.57,  0.57,  0.57,  0.57,  0.57\r\n   2 ,    Naive_RFst: Y-Def ,      56  ,     0 (               |             *), 0.57,  0.57,  0.57,  0.57,  0.57\r\n\r\n\r\nlucene done!\r\n\r\n++++++++++++++++++++\r\n DataSet: poiV0\r\n++++++++++++++++++++\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Naive_WHERE: N-Def ,      42  ,     0 (*              |              ), 0.42,  0.42,  0.42,  0.42,  0.42\r\n   1 ,   Tuned_WHERE: Y-Def ,      44  ,     0 ( *             |              ), 0.44,  0.44,  0.44,  0.44,  0.44\r\n   1 ,    Naive_RFst: N-Def ,      52  ,     0 (     *         |              ), 0.52,  0.52,  0.52,  0.52,  0.52\r\n   1 ,    Tuned_Cart: Y-Def ,      54  ,     0 (       *       |              ), 0.54,  0.54,  0.54,  0.54,  0.54\r\n   2 ,    Tuned_RFst: Y-Def ,      59  ,     0 (          *    |              ), 0.59,  0.59,  0.59,  0.59,  0.59\r\n   2 ,   Tuned_WHERE: N-Def ,      61  ,     0 (           *   |              ), 0.61,  0.61,  0.61,  0.61,  0.61\r\n   2 ,    Naive_Cart: N-Def ,      62  ,     0 (           *   |              ), 0.62,  0.62,  0.62,  0.62,  0.62\r\n   2 ,    Tuned_RFst: N-Def ,      67  ,     0 (              *|              ), 0.67,  0.67,  0.67,  0.67,  0.67\r\n   3 ,    Tuned_Cart: N-Def ,      73  ,     0 (               |  *           ), 0.73,  0.73,  0.73,  0.73,  0.73\r\n   3 ,    Naive_Cart: Y-Def ,      79  ,     0 (               |      *       ), 0.79,  0.79,  0.79,  0.79,  0.79\r\n   3 ,    Naive_RFst: Y-Def ,      90  ,     0 (               |            * ), 0.90,  0.90,  0.90,  0.90,  0.90\r\n   3 ,   Naive_WHERE: Y-Def ,      92  ,     0 (               |             *), 0.92,  0.92,  0.92,  0.92,  0.92\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Naive_WHERE: N-Def ,       8  ,     0 (*              |              ), 0.08,  0.08,  0.08,  0.08,  0.08\r\n   1 ,    Naive_RFst: N-Def ,      10  ,     0 ( *             |              ), 0.10,  0.10,  0.10,  0.10,  0.10\r\n   1 ,    Naive_Cart: N-Def ,      21  ,     0 (       *       |              ), 0.21,  0.21,  0.21,  0.21,  0.21\r\n   1 ,    Tuned_Cart: Y-Def ,      27  ,     0 (           *   |              ), 0.27,  0.27,  0.27,  0.27,  0.27\r\n   2 ,    Tuned_RFst: Y-Def ,      33  ,     0 (              *|              ), 0.33,  0.33,  0.33,  0.33,  0.33\r\n   2 ,    Naive_Cart: Y-Def ,      38  ,     0 (               | *            ), 0.38,  0.38,  0.38,  0.38,  0.38\r\n   2 ,   Tuned_WHERE: Y-Def ,      39  ,     0 (               |  *           ), 0.39,  0.39,  0.39,  0.39,  0.39\r\n   2 ,    Tuned_RFst: N-Def ,      41  ,     0 (               |   *          ), 0.41,  0.41,  0.41,  0.41,  0.41\r\n   3 ,    Tuned_Cart: N-Def ,      46  ,     0 (               |      *       ), 0.46,  0.46,  0.46,  0.46,  0.46\r\n   3 ,    Naive_RFst: Y-Def ,      48  ,     0 (               |       *      ), 0.48,  0.48,  0.48,  0.48,  0.48\r\n   3 ,   Tuned_WHERE: N-Def ,      56  ,     0 (               |            * ), 0.56,  0.56,  0.56,  0.56,  0.56\r\n   3 ,   Naive_WHERE: Y-Def ,      57  ,     0 (               |             *), 0.58,  0.58,  0.58,  0.58,  0.58\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Tuned_WHERE: N-Def ,      38  ,     0 (*              |              ), 0.38,  0.38,  0.38,  0.38,  0.38\r\n   1 ,    Tuned_Cart: N-Def ,      47  ,     0 (      *        |              ), 0.47,  0.47,  0.47,  0.47,  0.47\r\n   1 ,    Tuned_RFst: N-Def ,      47  ,     0 (      *        |              ), 0.47,  0.47,  0.47,  0.47,  0.47\r\n   1 ,    Naive_Cart: N-Def ,      62  ,     0 (               | *            ), 0.62,  0.62,  0.62,  0.62,  0.62\r\n   2 ,   Tuned_WHERE: Y-Def ,      67  ,     0 (               |     *        ), 0.67,  0.67,  0.67,  0.67,  0.67\r\n   2 ,   Naive_WHERE: N-Def ,      73  ,     0 (               |         *    ), 0.73,  0.73,  0.73,  0.73,  0.73\r\n   2 ,   Naive_WHERE: Y-Def ,      74  ,     0 (               |          *   ), 0.74,  0.74,  0.74,  0.74,  0.74\r\n   2 ,    Naive_RFst: N-Def ,      75  ,     0 (               |           *  ), 0.75,  0.75,  0.75,  0.75,  0.75\r\n   3 ,    Tuned_RFst: Y-Def ,      76  ,     0 (               |           *  ), 0.76,  0.76,  0.76,  0.76,  0.76\r\n   3 ,    Naive_RFst: Y-Def ,      77  ,     0 (               |            * ), 0.77,  0.77,  0.77,  0.77,  0.77\r\n   3 ,    Tuned_Cart: Y-Def ,      78  ,     0 (               |             *), 0.78,  0.78,  0.78,  0.78,  0.78\r\n   3 ,    Naive_Cart: Y-Def ,      79  ,     0 (               |             *), 0.79,  0.79,  0.79,  0.79,  0.79\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Tuned_WHERE: N-Def ,      47  ,     0 (*              |              ), 0.47,  0.47,  0.47,  0.47,  0.47\r\n   1 ,   Tuned_WHERE: Y-Def ,      53  ,     0 (    *          |              ), 0.53,  0.53,  0.53,  0.53,  0.53\r\n   1 ,   Naive_WHERE: N-Def ,      54  ,     0 (     *         |              ), 0.54,  0.54,  0.54,  0.54,  0.54\r\n   1 ,    Tuned_RFst: N-Def ,      56  ,     0 (       *       |              ), 0.56,  0.56,  0.56,  0.56,  0.56\r\n   1 ,    Tuned_Cart: N-Def ,      56  ,     0 (        *      |              ), 0.57,  0.57,  0.57,  0.57,  0.57\r\n   1 ,    Naive_RFst: N-Def ,      61  ,     0 (           *   |              ), 0.61,  0.61,  0.61,  0.61,  0.61\r\n   1 ,    Naive_Cart: N-Def ,      62  ,     0 (            *  |              ), 0.62,  0.62,  0.62,  0.62,  0.62\r\n   1 ,    Tuned_Cart: Y-Def ,      64  ,     0 (              *|              ), 0.64,  0.64,  0.64,  0.64,  0.64\r\n   2 ,    Tuned_RFst: Y-Def ,      67  ,     0 (               |*             ), 0.67,  0.67,  0.67,  0.67,  0.67\r\n   2 ,    Naive_Cart: Y-Def ,      79  ,     0 (               |          *   ), 0.79,  0.79,  0.79,  0.79,  0.79\r\n   2 ,   Naive_WHERE: Y-Def ,      82  ,     0 (               |             *), 0.82,  0.82,  0.82,  0.82,  0.82\r\n   2 ,    Naive_RFst: Y-Def ,      83  ,     0 (               |             *), 0.83,  0.83,  0.83,  0.83,  0.83\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Tuned_WHERE: N-Def ,      51  ,     0 (*              |              ), 0.51,  0.51,  0.51,  0.51,  0.51\r\n   1 ,   Tuned_WHERE: Y-Def ,      51  ,     0 (*              |              ), 0.51,  0.51,  0.51,  0.51,  0.51\r\n   1 ,   Naive_WHERE: N-Def ,      57  ,     0 (           *   |              ), 0.58,  0.58,  0.58,  0.58,  0.58\r\n   1 ,   Naive_WHERE: Y-Def ,      57  ,     0 (           *   |              ), 0.58,  0.58,  0.58,  0.58,  0.58\r\n   2 ,    Tuned_Cart: Y-Def ,      62  ,     0 (               |  *           ), 0.62,  0.62,  0.62,  0.62,  0.62\r\n   2 ,    Tuned_Cart: N-Def ,      62  ,     0 (               |  *           ), 0.62,  0.62,  0.62,  0.62,  0.62\r\n   2 ,    Tuned_RFst: Y-Def ,      63  ,     0 (               |   *          ), 0.63,  0.63,  0.63,  0.63,  0.63\r\n   2 ,    Tuned_RFst: N-Def ,      63  ,     0 (               |   *          ), 0.63,  0.63,  0.63,  0.63,  0.63\r\n   3 ,    Naive_RFst: N-Def ,      66  ,     0 (               |        *     ), 0.66,  0.66,  0.66,  0.66,  0.66\r\n   3 ,    Naive_RFst: Y-Def ,      66  ,     0 (               |        *     ), 0.66,  0.66,  0.66,  0.66,  0.66\r\n   3 ,    Naive_Cart: Y-Def ,      69  ,     0 (               |             *), 0.69,  0.69,  0.69,  0.69,  0.69\r\n   3 ,    Naive_Cart: N-Def ,      69  ,     0 (               |             *), 0.69,  0.69,  0.69,  0.69,  0.69\r\n\r\n\r\n\r\n++++++++++++++++++++\r\n DataSet: poiV1\r\n++++++++++++++++++++\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Tuned_WHERE: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_Cart: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_RFst: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Naive_WHERE: Y-Def ,       2  ,     0 (*              |              ), 0.02,  0.02,  0.02,  0.02,  0.02\r\n   1 ,    Naive_RFst: Y-Def ,      11  ,     0 (   *           |              ), 0.11,  0.11,  0.11,  0.11,  0.11\r\n   1 ,    Naive_Cart: Y-Def ,      12  ,     0 (   *           |              ), 0.12,  0.12,  0.12,  0.12,  0.12\r\n   2 ,    Naive_Cart: N-Def ,      92  ,     0 (               |           *  ), 0.92,  0.92,  0.92,  0.92,  0.92\r\n   2 ,    Naive_RFst: N-Def ,      96  ,     0 (               |            * ), 0.96,  0.96,  0.96,  0.96,  0.96\r\n   2 ,    Tuned_RFst: Y-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n   2 ,    Tuned_Cart: Y-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n   2 ,   Naive_WHERE: N-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n   2 ,   Tuned_WHERE: Y-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Tuned_WHERE: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_Cart: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_RFst: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Naive_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Naive_RFst: Y-Def ,       4  ,     0 ( *             |              ), 0.04,  0.04,  0.04,  0.04,  0.04\r\n   1 ,    Naive_Cart: Y-Def ,       8  ,     0 (  *            |              ), 0.08,  0.08,  0.08,  0.08,  0.08\r\n   2 ,    Naive_Cart: N-Def ,      88  ,     0 (               |          *   ), 0.88,  0.88,  0.88,  0.88,  0.88\r\n   2 ,    Naive_RFst: N-Def ,      89  ,     0 (               |          *   ), 0.89,  0.89,  0.89,  0.89,  0.89\r\n   2 ,   Naive_WHERE: N-Def ,      98  ,     0 (               |             *), 0.98,  0.98,  0.98,  0.98,  0.98\r\n   2 ,    Tuned_RFst: Y-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n   2 ,    Tuned_Cart: Y-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n   2 ,   Tuned_WHERE: Y-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Tuned_WHERE: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_Cart: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_RFst: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Naive_WHERE: N-Def ,      37  ,     0 (           *   |              ), 0.37,  0.37,  0.37,  0.37,  0.37\r\n   1 ,    Naive_RFst: N-Def ,      38  ,     0 (           *   |              ), 0.38,  0.38,  0.38,  0.38,  0.38\r\n   1 ,    Naive_Cart: N-Def ,      38  ,     0 (           *   |              ), 0.38,  0.38,  0.38,  0.38,  0.38\r\n   2 ,    Tuned_RFst: Y-Def ,      64  ,     0 (               |   *          ), 0.64,  0.64,  0.64,  0.64,  0.64\r\n   2 ,    Tuned_Cart: Y-Def ,      64  ,     0 (               |   *          ), 0.64,  0.64,  0.64,  0.64,  0.64\r\n   2 ,   Tuned_WHERE: Y-Def ,      64  ,     0 (               |   *          ), 0.64,  0.64,  0.64,  0.64,  0.64\r\n   2 ,    Naive_Cart: Y-Def ,      73  ,     0 (               |     *        ), 0.73,  0.73,  0.73,  0.73,  0.73\r\n   2 ,    Naive_RFst: Y-Def ,      82  ,     0 (               |        *     ), 0.82,  0.82,  0.82,  0.82,  0.82\r\n   2 ,   Naive_WHERE: Y-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Tuned_WHERE: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_Cart: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_RFst: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Naive_WHERE: Y-Def ,       5  ,     0 ( *             |              ), 0.05,  0.05,  0.05,  0.05,  0.05\r\n   1 ,    Naive_RFst: Y-Def ,      19  ,     0 (       *       |              ), 0.19,  0.19,  0.19,  0.19,  0.19\r\n   1 ,    Naive_Cart: Y-Def ,      21  ,     0 (        *      |              ), 0.21,  0.21,  0.21,  0.21,  0.21\r\n   2 ,    Naive_Cart: N-Def ,      53  ,     0 (               |    *         ), 0.53,  0.53,  0.53,  0.53,  0.53\r\n   2 ,   Naive_WHERE: N-Def ,      54  ,     0 (               |    *         ), 0.54,  0.54,  0.54,  0.54,  0.54\r\n   2 ,    Naive_RFst: N-Def ,      55  ,     0 (               |     *        ), 0.55,  0.55,  0.55,  0.55,  0.55\r\n   2 ,    Tuned_RFst: Y-Def ,      78  ,     0 (               |             *), 0.78,  0.78,  0.78,  0.78,  0.78\r\n   2 ,    Tuned_Cart: Y-Def ,      78  ,     0 (               |             *), 0.78,  0.78,  0.78,  0.78,  0.78\r\n   2 ,   Tuned_WHERE: Y-Def ,      78  ,     0 (               |             *), 0.78,  0.78,  0.78,  0.78,  0.78\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Tuned_RFst: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_Cart: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Tuned_WHERE: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Tuned_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_Cart: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_RFst: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Naive_WHERE: N-Def ,       5  ,     0 (      *        |              ), 0.05,  0.05,  0.05,  0.05,  0.05\r\n   1 ,   Naive_WHERE: Y-Def ,       5  ,     0 (      *        |              ), 0.05,  0.05,  0.05,  0.05,  0.05\r\n   1 ,    Naive_RFst: N-Def ,      20  ,     0 (               |           *  ), 0.20,  0.20,  0.20,  0.20,  0.20\r\n   1 ,    Naive_RFst: Y-Def ,      20  ,     0 (               |           *  ), 0.20,  0.20,  0.20,  0.20,  0.20\r\n   1 ,    Naive_Cart: Y-Def ,      22  ,     0 (               |             *), 0.22,  0.22,  0.22,  0.22,  0.22\r\n   1 ,    Naive_Cart: N-Def ,      22  ,     0 (               |             *), 0.22,  0.22,  0.22,  0.22,  0.22\r\n\r\n\r\npoi done!\r\n\r\n++++++++++++++++++++\r\n DataSet: synapseV0\r\n++++++++++++++++++++\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Tuned_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Naive_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Naive_Cart: Y-Def ,      28  ,     0 (        *      |              ), 0.28,  0.28,  0.28,  0.28,  0.28\r\n   1 ,    Naive_RFst: Y-Def ,      30  ,     0 (        *      |              ), 0.30,  0.30,  0.30,  0.30,  0.30\r\n   2 ,    Tuned_RFst: N-Def ,      57  ,     0 (               | *            ), 0.58,  0.58,  0.58,  0.58,  0.58\r\n   2 ,    Tuned_Cart: N-Def ,      66  ,     0 (               |   *          ), 0.66,  0.66,  0.66,  0.66,  0.66\r\n   2 ,    Tuned_Cart: Y-Def ,      69  ,     0 (               |    *         ), 0.69,  0.69,  0.69,  0.69,  0.69\r\n   2 ,    Tuned_RFst: Y-Def ,      73  ,     0 (               |     *        ), 0.73,  0.73,  0.73,  0.73,  0.73\r\n   3 ,    Naive_RFst: N-Def ,      92  ,     0 (               |           *  ), 0.92,  0.92,  0.92,  0.92,  0.92\r\n   3 ,    Naive_Cart: N-Def ,      94  ,     0 (               |            * ), 0.94,  0.94,  0.94,  0.94,  0.94\r\n   3 ,   Tuned_WHERE: N-Def ,      99  ,     0 (               |             *), 0.99,  0.99,  0.99,  0.99,  0.99\r\n   3 ,   Naive_WHERE: N-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Naive_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Tuned_WHERE: Y-Def ,       1  ,     0 (*              |              ), 0.01,  0.01,  0.01,  0.01,  0.01\r\n   1 ,    Naive_Cart: Y-Def ,       6  ,     0 ( *             |              ), 0.06,  0.06,  0.06,  0.06,  0.06\r\n   1 ,    Naive_RFst: Y-Def ,       8  ,     0 (  *            |              ), 0.08,  0.08,  0.08,  0.08,  0.08\r\n   2 ,    Tuned_RFst: N-Def ,      27  ,     0 (        *      |              ), 0.27,  0.27,  0.27,  0.27,  0.27\r\n   2 ,    Tuned_Cart: N-Def ,      31  ,     0 (         *     |              ), 0.31,  0.31,  0.31,  0.31,  0.31\r\n   2 ,    Tuned_Cart: Y-Def ,      34  ,     0 (          *    |              ), 0.34,  0.34,  0.34,  0.34,  0.34\r\n   2 ,    Tuned_RFst: Y-Def ,      42  ,     0 (            *  |              ), 0.42,  0.42,  0.42,  0.42,  0.42\r\n   3 ,    Naive_RFst: N-Def ,      70  ,     0 (               |    *         ), 0.70,  0.70,  0.70,  0.70,  0.70\r\n   3 ,    Naive_Cart: N-Def ,      72  ,     0 (               |     *        ), 0.72,  0.72,  0.72,  0.72,  0.72\r\n   3 ,   Tuned_WHERE: N-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n   3 ,   Naive_WHERE: N-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Tuned_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_RFst: Y-Def ,      47  ,     0 (               | *            ), 0.47,  0.47,  0.47,  0.47,  0.47\r\n   1 ,    Tuned_Cart: Y-Def ,      50  ,     0 (               |  *           ), 0.50,  0.50,  0.50,  0.50,  0.50\r\n   1 ,    Naive_RFst: Y-Def ,      65  ,     0 (               |        *     ), 0.65,  0.65,  0.65,  0.65,  0.65\r\n   1 ,   Tuned_WHERE: N-Def ,      66  ,     0 (               |        *     ), 0.66,  0.66,  0.66,  0.66,  0.66\r\n   1 ,   Naive_WHERE: N-Def ,      66  ,     0 (               |        *     ), 0.66,  0.66,  0.66,  0.66,  0.66\r\n   1 ,   Naive_WHERE: Y-Def ,      66  ,     0 (               |        *     ), 0.66,  0.66,  0.66,  0.66,  0.66\r\n   1 ,    Naive_Cart: Y-Def ,      71  ,     0 (               |          *   ), 0.71,  0.71,  0.71,  0.71,  0.71\r\n   1 ,    Naive_RFst: N-Def ,      72  ,     0 (               |          *   ), 0.72,  0.72,  0.72,  0.72,  0.72\r\n   1 ,    Naive_Cart: N-Def ,      72  ,     0 (               |          *   ), 0.72,  0.72,  0.72,  0.72,  0.72\r\n   1 ,    Tuned_Cart: N-Def ,      81  ,     0 (               |             *), 0.81,  0.81,  0.81,  0.81,  0.81\r\n   1 ,    Tuned_RFst: N-Def ,      81  ,     0 (               |             *), 0.81,  0.81,  0.81,  0.81,  0.81\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Naive_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Naive_Cart: Y-Def ,      40  ,     0 (              *|              ), 0.40,  0.40,  0.40,  0.40,  0.40\r\n   1 ,    Naive_RFst: Y-Def ,      41  ,     0 (              *|              ), 0.41,  0.41,  0.41,  0.41,  0.41\r\n   1 ,    Tuned_RFst: Y-Def ,      56  ,     0 (               |    *         ), 0.57,  0.57,  0.57,  0.57,  0.57\r\n   2 ,    Tuned_Cart: Y-Def ,      57  ,     0 (               |     *        ), 0.58,  0.58,  0.58,  0.58,  0.58\r\n   2 ,    Tuned_RFst: N-Def ,      68  ,     0 (               |        *     ), 0.68,  0.68,  0.68,  0.68,  0.68\r\n   2 ,    Tuned_Cart: N-Def ,      72  ,     0 (               |          *   ), 0.72,  0.72,  0.72,  0.72,  0.72\r\n   2 ,   Tuned_WHERE: N-Def ,      79  ,     0 (               |            * ), 0.79,  0.79,  0.79,  0.79,  0.79\r\n   2 ,   Tuned_WHERE: Y-Def ,      79  ,     0 (               |            * ), 0.79,  0.79,  0.79,  0.79,  0.79\r\n   2 ,   Naive_WHERE: N-Def ,      80  ,     0 (               |             *), 0.80,  0.80,  0.80,  0.80,  0.80\r\n   2 ,    Naive_RFst: N-Def ,      81  ,     0 (               |             *), 0.81,  0.81,  0.81,  0.81,  0.81\r\n   2 ,    Naive_Cart: N-Def ,      82  ,     0 (               |             *), 0.82,  0.82,  0.82,  0.82,  0.82\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Tuned_WHERE: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Naive_WHERE: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Tuned_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Naive_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   2 ,    Naive_Cart: Y-Def ,      43  ,     0 (               |   *          ), 0.43,  0.43,  0.43,  0.43,  0.43\r\n   2 ,    Naive_Cart: N-Def ,      43  ,     0 (               |   *          ), 0.43,  0.43,  0.43,  0.43,  0.43\r\n   2 ,    Naive_RFst: N-Def ,      45  ,     0 (               |    *         ), 0.45,  0.45,  0.45,  0.45,  0.45\r\n   2 ,    Naive_RFst: Y-Def ,      45  ,     0 (               |    *         ), 0.45,  0.45,  0.45,  0.45,  0.45\r\n   3 ,    Tuned_RFst: Y-Def ,      65  ,     0 (               |             *), 0.65,  0.65,  0.65,  0.65,  0.65\r\n   3 ,    Tuned_RFst: N-Def ,      65  ,     0 (               |             *), 0.65,  0.65,  0.65,  0.65,  0.65\r\n   3 ,    Tuned_Cart: Y-Def ,      67  ,     0 (               |             *), 0.67,  0.67,  0.67,  0.67,  0.67\r\n   3 ,    Tuned_Cart: N-Def ,      67  ,     0 (               |             *), 0.67,  0.67,  0.67,  0.67,  0.67\r\n\r\n\r\nsynapse done!\r\n\r\n++++++++++++++++++++\r\n DataSet: velocityV0\r\n++++++++++++++++++++\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Naive_WHERE: N-Def ,       1  ,     0 (*              |              ), 0.01,  0.01,  0.01,  0.01,  0.01\r\n   1 ,    Tuned_RFst: N-Def ,       1  ,     0 (*              |              ), 0.01,  0.01,  0.01,  0.01,  0.01\r\n   1 ,    Naive_RFst: N-Def ,       5  ,     0 ( *             |              ), 0.05,  0.05,  0.05,  0.05,  0.05\r\n   1 ,    Tuned_Cart: N-Def ,       7  ,     0 ( *             |              ), 0.07,  0.07,  0.07,  0.07,  0.07\r\n   1 ,   Tuned_WHERE: N-Def ,      10  ,     0 (  *            |              ), 0.10,  0.10,  0.10,  0.10,  0.10\r\n   1 ,    Naive_Cart: N-Def ,      15  ,     0 (    *          |              ), 0.15,  0.15,  0.15,  0.15,  0.15\r\n   2 ,    Naive_Cart: Y-Def ,      86  ,     0 (               |         *    ), 0.86,  0.86,  0.86,  0.86,  0.86\r\n   2 ,    Naive_RFst: Y-Def ,      96  ,     0 (               |            * ), 0.96,  0.96,  0.96,  0.96,  0.96\r\n   2 ,    Tuned_RFst: Y-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n   2 ,    Tuned_Cart: Y-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n   2 ,   Tuned_WHERE: Y-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n   2 ,   Naive_WHERE: Y-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Tuned_WHERE: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Naive_WHERE: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_Cart: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_RFst: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Naive_RFst: N-Def ,       4  ,     0 ( *             |              ), 0.04,  0.04,  0.04,  0.04,  0.04\r\n   1 ,    Naive_Cart: N-Def ,      14  ,     0 (    *          |              ), 0.14,  0.14,  0.14,  0.14,  0.14\r\n   2 ,    Naive_Cart: Y-Def ,      85  ,     0 (               |         *    ), 0.85,  0.85,  0.85,  0.85,  0.85\r\n   2 ,   Tuned_WHERE: Y-Def ,      90  ,     0 (               |           *  ), 0.90,  0.90,  0.90,  0.90,  0.90\r\n   2 ,    Tuned_Cart: Y-Def ,      93  ,     0 (               |            * ), 0.93,  0.93,  0.93,  0.93,  0.93\r\n   2 ,    Naive_RFst: Y-Def ,      95  ,     0 (               |            * ), 0.95,  0.95,  0.95,  0.95,  0.95\r\n   2 ,    Tuned_RFst: Y-Def ,      99  ,     0 (               |             *), 0.99,  0.99,  0.99,  0.99,  0.99\r\n   2 ,   Naive_WHERE: Y-Def ,      99  ,     0 (               |             *), 0.99,  0.99,  0.99,  0.99,  0.99\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Tuned_RFst: Y-Def ,      34  ,     0 (*              |              ), 0.34,  0.34,  0.34,  0.34,  0.34\r\n   1 ,    Naive_Cart: Y-Def ,      34  ,     0 (*              |              ), 0.34,  0.34,  0.34,  0.34,  0.34\r\n   1 ,    Naive_RFst: Y-Def ,      34  ,     0 (*              |              ), 0.34,  0.34,  0.34,  0.34,  0.34\r\n   1 ,   Naive_WHERE: Y-Def ,      34  ,     0 (*              |              ), 0.34,  0.34,  0.34,  0.34,  0.34\r\n   1 ,    Tuned_Cart: Y-Def ,      36  ,     0 (*              |              ), 0.36,  0.36,  0.36,  0.36,  0.36\r\n   1 ,   Tuned_WHERE: Y-Def ,      36  ,     0 (*              |              ), 0.36,  0.36,  0.36,  0.36,  0.36\r\n   2 ,    Naive_Cart: N-Def ,      68  ,     0 (               *              ), 0.68,  0.68,  0.68,  0.68,  0.68\r\n   2 ,    Naive_RFst: N-Def ,      73  ,     0 (               | *            ), 0.73,  0.73,  0.73,  0.73,  0.73\r\n   2 ,   Tuned_WHERE: N-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n   2 ,   Naive_WHERE: N-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n   2 ,    Tuned_Cart: N-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n   2 ,    Tuned_RFst: N-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Naive_WHERE: N-Def ,       3  ,     0 (*              |              ), 0.03,  0.03,  0.03,  0.03,  0.03\r\n   1 ,    Tuned_RFst: N-Def ,       3  ,     0 (*              |              ), 0.03,  0.03,  0.03,  0.03,  0.03\r\n   1 ,    Naive_RFst: N-Def ,      10  ,     0 (    *          |              ), 0.10,  0.10,  0.10,  0.10,  0.10\r\n   1 ,    Tuned_Cart: N-Def ,      12  ,     0 (     *         |              ), 0.12,  0.12,  0.12,  0.12,  0.12\r\n   1 ,   Tuned_WHERE: N-Def ,      18  ,     0 (        *      |              ), 0.18,  0.18,  0.18,  0.18,  0.18\r\n   1 ,    Naive_Cart: N-Def ,      25  ,     0 (             * |              ), 0.25,  0.25,  0.25,  0.25,  0.25\r\n   2 ,    Naive_Cart: Y-Def ,      49  ,     0 (               |           *  ), 0.49,  0.49,  0.49,  0.49,  0.49\r\n   2 ,    Tuned_RFst: Y-Def ,      51  ,     0 (               |            * ), 0.51,  0.51,  0.51,  0.51,  0.51\r\n   2 ,    Naive_RFst: Y-Def ,      51  ,     0 (               |            * ), 0.51,  0.51,  0.51,  0.51,  0.51\r\n   2 ,   Naive_WHERE: Y-Def ,      51  ,     0 (               |            * ), 0.51,  0.51,  0.51,  0.51,  0.51\r\n   2 ,    Tuned_Cart: Y-Def ,      53  ,     0 (               |             *), 0.53,  0.53,  0.53,  0.53,  0.53\r\n   2 ,   Tuned_WHERE: Y-Def ,      53  ,     0 (               |             *), 0.53,  0.53,  0.53,  0.53,  0.53\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Tuned_RFst: Y-Def ,       3  ,     0 (*              |              ), 0.03,  0.03,  0.03,  0.03,  0.03\r\n   1 ,   Naive_WHERE: N-Def ,       3  ,     0 (*              |              ), 0.03,  0.03,  0.03,  0.03,  0.03\r\n   1 ,    Tuned_RFst: N-Def ,       3  ,     0 (*              |              ), 0.03,  0.03,  0.03,  0.03,  0.03\r\n   1 ,   Naive_WHERE: Y-Def ,       3  ,     0 (*              |              ), 0.03,  0.03,  0.03,  0.03,  0.03\r\n   2 ,    Naive_RFst: N-Def ,      10  ,     0 (         *     |              ), 0.10,  0.10,  0.10,  0.10,  0.10\r\n   2 ,    Naive_RFst: Y-Def ,      10  ,     0 (         *     |              ), 0.10,  0.10,  0.10,  0.10,  0.10\r\n   2 ,    Tuned_Cart: Y-Def ,      12  ,     0 (           *   |              ), 0.12,  0.12,  0.12,  0.12,  0.12\r\n   2 ,    Tuned_Cart: N-Def ,      12  ,     0 (           *   |              ), 0.12,  0.12,  0.12,  0.12,  0.12\r\n   3 ,   Tuned_WHERE: N-Def ,      18  ,     0 (               |   *          ), 0.18,  0.18,  0.18,  0.18,  0.18\r\n   3 ,   Tuned_WHERE: Y-Def ,      18  ,     0 (               |   *          ), 0.18,  0.18,  0.18,  0.18,  0.18\r\n   3 ,    Naive_Cart: Y-Def ,      26  ,     0 (               |             *), 0.26,  0.26,  0.26,  0.26,  0.26\r\n   3 ,    Naive_Cart: N-Def ,      26  ,     0 (               |             *), 0.26,  0.26,  0.26,  0.26,  0.26\r\n\r\n\r\nvelocity done!\r\n\r\n++++++++++++++++++++\r\n DataSet: xercesV0\r\n++++++++++++++++++++\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Naive_WHERE: N-Def ,      26  ,     0 (*              |              ), 0.26,  0.26,  0.26,  0.26,  0.26\r\n   1 ,   Tuned_WHERE: Y-Def ,      35  ,     0 (       *       |              ), 0.35,  0.35,  0.35,  0.35,  0.35\r\n   1 ,    Tuned_Cart: Y-Def ,      36  ,     0 (       *       |              ), 0.36,  0.36,  0.36,  0.36,  0.36\r\n   1 ,    Tuned_RFst: Y-Def ,      38  ,     0 (         *     |              ), 0.38,  0.38,  0.38,  0.38,  0.38\r\n   1 ,    Naive_RFst: N-Def ,      41  ,     0 (           *   |              ), 0.41,  0.41,  0.41,  0.41,  0.41\r\n   1 ,    Naive_Cart: Y-Def ,      46  ,     0 (               *              ), 0.46,  0.46,  0.46,  0.46,  0.46\r\n   1 ,    Naive_Cart: N-Def ,      48  ,     0 (               | *            ), 0.48,  0.48,  0.48,  0.48,  0.48\r\n   2 ,   Tuned_WHERE: N-Def ,      57  ,     0 (               |         *    ), 0.58,  0.58,  0.58,  0.58,  0.58\r\n   2 ,    Naive_RFst: Y-Def ,      59  ,     0 (               |          *   ), 0.59,  0.59,  0.59,  0.59,  0.59\r\n   2 ,    Tuned_Cart: N-Def ,      61  ,     0 (               |           *  ), 0.61,  0.61,  0.61,  0.61,  0.61\r\n   2 ,    Tuned_RFst: N-Def ,      61  ,     0 (               |           *  ), 0.61,  0.61,  0.61,  0.61,  0.61\r\n   2 ,   Naive_WHERE: Y-Def ,      64  ,     0 (               |             *), 0.64,  0.64,  0.64,  0.64,  0.64\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Naive_WHERE: N-Def ,      36  ,     0 (*              |              ), 0.36,  0.36,  0.36,  0.36,  0.36\r\n   1 ,    Tuned_RFst: Y-Def ,      39  ,     0 (  *            |              ), 0.39,  0.39,  0.39,  0.39,  0.39\r\n   1 ,    Tuned_Cart: Y-Def ,      39  ,     0 (  *            |              ), 0.39,  0.39,  0.39,  0.39,  0.39\r\n   1 ,    Naive_RFst: N-Def ,      41  ,     0 (   *           |              ), 0.41,  0.41,  0.41,  0.41,  0.41\r\n   1 ,   Tuned_WHERE: Y-Def ,      42  ,     0 (    *          |              ), 0.42,  0.42,  0.42,  0.42,  0.42\r\n   2 ,    Naive_Cart: Y-Def ,      52  ,     0 (            *  |              ), 0.52,  0.52,  0.52,  0.52,  0.52\r\n   2 ,    Naive_Cart: N-Def ,      54  ,     0 (              *|              ), 0.54,  0.54,  0.54,  0.54,  0.54\r\n   2 ,    Naive_RFst: Y-Def ,      59  ,     0 (               |  *           ), 0.59,  0.59,  0.59,  0.59,  0.59\r\n   2 ,    Tuned_RFst: N-Def ,      62  ,     0 (               |    *         ), 0.62,  0.62,  0.62,  0.62,  0.62\r\n   2 ,    Tuned_Cart: N-Def ,      64  ,     0 (               |      *       ), 0.64,  0.64,  0.64,  0.64,  0.64\r\n   2 ,   Tuned_WHERE: N-Def ,      65  ,     0 (               |      *       ), 0.65,  0.65,  0.65,  0.65,  0.65\r\n   2 ,   Naive_WHERE: Y-Def ,      74  ,     0 (               |             *), 0.74,  0.74,  0.74,  0.74,  0.74\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Tuned_WHERE: Y-Def ,      13  ,     0 (*              |              ), 0.13,  0.13,  0.13,  0.13,  0.13\r\n   1 ,   Naive_WHERE: Y-Def ,      13  ,     0 (*              |              ), 0.13,  0.13,  0.13,  0.13,  0.13\r\n   1 ,    Naive_Cart: Y-Def ,      14  ,     0 (*              |              ), 0.14,  0.14,  0.14,  0.14,  0.14\r\n   1 ,    Tuned_Cart: Y-Def ,      14  ,     0 (*              |              ), 0.14,  0.14,  0.14,  0.14,  0.14\r\n   1 ,    Tuned_RFst: Y-Def ,      15  ,     0 (*              |              ), 0.15,  0.15,  0.15,  0.15,  0.15\r\n   1 ,    Naive_RFst: Y-Def ,      15  ,     0 (*              |              ), 0.15,  0.15,  0.15,  0.15,  0.15\r\n   2 ,   Naive_WHERE: N-Def ,      80  ,     0 (               |           *  ), 0.80,  0.80,  0.80,  0.80,  0.80\r\n   2 ,   Tuned_WHERE: N-Def ,      83  ,     0 (               |             *), 0.83,  0.83,  0.83,  0.83,  0.83\r\n   2 ,    Naive_Cart: N-Def ,      83  ,     0 (               |             *), 0.83,  0.83,  0.83,  0.83,  0.83\r\n   2 ,    Tuned_Cart: N-Def ,      84  ,     0 (               |             *), 0.84,  0.84,  0.84,  0.84,  0.84\r\n   2 ,    Tuned_RFst: N-Def ,      84  ,     0 (               |             *), 0.84,  0.84,  0.84,  0.84,  0.84\r\n   2 ,    Naive_RFst: N-Def ,      85  ,     0 (               |             *), 0.85,  0.85,  0.85,  0.85,  0.85\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Tuned_WHERE: Y-Def ,      19  ,     0 (*              |              ), 0.19,  0.19,  0.19,  0.19,  0.19\r\n   1 ,    Tuned_RFst: Y-Def ,      21  ,     0 ( *             |              ), 0.21,  0.21,  0.21,  0.21,  0.21\r\n   1 ,    Naive_Cart: Y-Def ,      21  ,     0 ( *             |              ), 0.21,  0.21,  0.21,  0.21,  0.21\r\n   1 ,    Tuned_Cart: Y-Def ,      21  ,     0 ( *             |              ), 0.21,  0.21,  0.21,  0.21,  0.21\r\n   1 ,   Naive_WHERE: Y-Def ,      22  ,     0 ( *             |              ), 0.22,  0.22,  0.22,  0.22,  0.22\r\n   1 ,    Naive_RFst: Y-Def ,      24  ,     0 (  *            |              ), 0.24,  0.24,  0.24,  0.24,  0.24\r\n   1 ,   Naive_WHERE: N-Def ,      39  ,     0 (           *   |              ), 0.39,  0.39,  0.39,  0.39,  0.39\r\n   2 ,    Naive_RFst: N-Def ,      55  ,     0 (               |    *         ), 0.55,  0.55,  0.55,  0.55,  0.55\r\n   2 ,    Naive_Cart: N-Def ,      61  ,     0 (               |        *     ), 0.61,  0.61,  0.61,  0.61,  0.61\r\n   2 ,   Tuned_WHERE: N-Def ,      69  ,     0 (               |            * ), 0.69,  0.69,  0.69,  0.69,  0.69\r\n   2 ,    Tuned_Cart: N-Def ,      71  ,     0 (               |             *), 0.71,  0.71,  0.71,  0.71,  0.71\r\n   2 ,    Tuned_RFst: N-Def ,      71  ,     0 (               |             *), 0.71,  0.71,  0.71,  0.71,  0.71\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,   Naive_WHERE: N-Def ,      37  ,     0 (*              |              ), 0.37,  0.37,  0.37,  0.37,  0.37\r\n   1 ,   Naive_WHERE: Y-Def ,      37  ,     0 (*              |              ), 0.37,  0.37,  0.37,  0.37,  0.37\r\n   1 ,   Tuned_WHERE: N-Def ,      44  ,     0 (               |   *          ), 0.44,  0.44,  0.44,  0.44,  0.44\r\n   1 ,   Tuned_WHERE: Y-Def ,      44  ,     0 (               |   *          ), 0.44,  0.44,  0.44,  0.44,  0.44\r\n   1 ,    Tuned_Cart: Y-Def ,      46  ,     0 (               |        *     ), 0.46,  0.46,  0.46,  0.46,  0.46\r\n   1 ,    Tuned_Cart: N-Def ,      46  ,     0 (               |        *     ), 0.46,  0.46,  0.46,  0.46,  0.46\r\n   1 ,    Tuned_RFst: Y-Def ,      47  ,     0 (               |           *  ), 0.47,  0.47,  0.47,  0.47,  0.47\r\n   1 ,    Naive_Cart: Y-Def ,      47  ,     0 (               |           *  ), 0.47,  0.47,  0.47,  0.47,  0.47\r\n   1 ,    Naive_Cart: N-Def ,      47  ,     0 (               |           *  ), 0.47,  0.47,  0.47,  0.47,  0.47\r\n   1 ,    Tuned_RFst: N-Def ,      47  ,     0 (               |           *  ), 0.47,  0.47,  0.47,  0.47,  0.47\r\n   1 ,    Naive_RFst: N-Def ,      48  ,     0 (               |             *), 0.48,  0.48,  0.48,  0.48,  0.48\r\n   1 ,    Naive_RFst: Y-Def ,      48  ,     0 (               |             *), 0.48,  0.48,  0.48,  0.48,  0.48\r\n\r\n\r\n\r\n++++++++++++++++++++\r\n DataSet: xercesV1\r\n++++++++++++++++++++\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Tuned_RFst: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Tuned_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_Cart: N-Def ,       7  ,     0 (  *            |              ), 0.07,  0.07,  0.07,  0.07,  0.07\r\n   1 ,    Naive_Cart: Y-Def ,      11  ,     0 (   *           |              ), 0.11,  0.11,  0.11,  0.11,  0.11\r\n   1 ,    Naive_RFst: Y-Def ,      11  ,     0 (   *           |              ), 0.11,  0.11,  0.11,  0.11,  0.11\r\n   1 ,   Naive_WHERE: Y-Def ,      15  ,     0 (    *          |              ), 0.15,  0.15,  0.15,  0.15,  0.15\r\n   2 ,    Tuned_Cart: Y-Def ,      61  ,     0 (               |  *           ), 0.61,  0.61,  0.61,  0.61,  0.61\r\n   2 ,    Naive_RFst: N-Def ,      66  ,     0 (               |    *         ), 0.66,  0.66,  0.66,  0.66,  0.66\r\n   2 ,   Naive_WHERE: N-Def ,      68  ,     0 (               |     *        ), 0.68,  0.68,  0.68,  0.68,  0.68\r\n   2 ,    Naive_Cart: N-Def ,      68  ,     0 (               |     *        ), 0.68,  0.68,  0.68,  0.68,  0.68\r\n   2 ,   Tuned_WHERE: N-Def ,      95  ,     0 (               |             *), 0.95,  0.95,  0.95,  0.95,  0.95\r\n   2 ,    Tuned_RFst: N-Def ,      97  ,     0 (               |             *), 0.97,  0.97,  0.97,  0.97,  0.97\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Tuned_RFst: Y-Def ,       3  ,     0 (*              |              ), 0.03,  0.03,  0.03,  0.03,  0.03\r\n   1 ,   Tuned_WHERE: Y-Def ,       5  ,     0 (*              |              ), 0.05,  0.05,  0.05,  0.05,  0.05\r\n   1 ,    Naive_Cart: Y-Def ,      32  ,     0 (        *      |              ), 0.32,  0.32,  0.32,  0.32,  0.32\r\n   1 ,   Naive_WHERE: Y-Def ,      32  ,     0 (        *      |              ), 0.32,  0.32,  0.32,  0.32,  0.32\r\n   1 ,    Naive_RFst: Y-Def ,      34  ,     0 (         *     |              ), 0.34,  0.34,  0.34,  0.34,  0.34\r\n   1 ,    Tuned_Cart: N-Def ,      39  ,     0 (           *   |              ), 0.39,  0.39,  0.39,  0.39,  0.39\r\n   2 ,   Naive_WHERE: N-Def ,      85  ,     0 (               |         *    ), 0.85,  0.85,  0.85,  0.85,  0.85\r\n   2 ,    Naive_RFst: N-Def ,      89  ,     0 (               |          *   ), 0.89,  0.89,  0.89,  0.89,  0.89\r\n   2 ,    Naive_Cart: N-Def ,      89  ,     0 (               |          *   ), 0.89,  0.89,  0.89,  0.89,  0.89\r\n   2 ,    Tuned_Cart: Y-Def ,      93  ,     0 (               |           *  ), 0.93,  0.93,  0.93,  0.93,  0.93\r\n   2 ,   Tuned_WHERE: N-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n   2 ,    Tuned_RFst: N-Def ,     100  ,     0 (               |             *), 1.00,  1.00,  1.00,  1.00,  1.00\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Tuned_RFst: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Tuned_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_Cart: N-Def ,       6  ,     0 (  *            |              ), 0.06,  0.06,  0.06,  0.06,  0.06\r\n   1 ,    Naive_RFst: N-Def ,      20  ,     0 (         *     |              ), 0.20,  0.20,  0.20,  0.20,  0.20\r\n   1 ,   Naive_WHERE: N-Def ,      21  ,     0 (         *     |              ), 0.21,  0.21,  0.21,  0.21,  0.21\r\n   1 ,    Naive_Cart: N-Def ,      21  ,     0 (         *     |              ), 0.21,  0.21,  0.21,  0.21,  0.21\r\n   1 ,   Tuned_WHERE: N-Def ,      25  ,     0 (           *   |              ), 0.25,  0.25,  0.25,  0.25,  0.25\r\n   1 ,    Tuned_RFst: N-Def ,      25  ,     0 (           *   |              ), 0.25,  0.25,  0.25,  0.25,  0.25\r\n   2 ,    Naive_Cart: Y-Def ,      49  ,     0 (               |      *       ), 0.49,  0.49,  0.49,  0.49,  0.49\r\n   2 ,    Naive_RFst: Y-Def ,      49  ,     0 (               |      *       ), 0.49,  0.49,  0.49,  0.49,  0.49\r\n   2 ,   Naive_WHERE: Y-Def ,      56  ,     0 (               |         *    ), 0.57,  0.57,  0.57,  0.57,  0.57\r\n   2 ,    Tuned_Cart: Y-Def ,      66  ,     0 (               |             *), 0.66,  0.66,  0.66,  0.66,  0.66\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Tuned_Cart: N-Def ,       7  ,     0 (*              |              ), 0.07,  0.07,  0.07,  0.07,  0.07\r\n   1 ,    Naive_Cart: Y-Def ,      18  ,     0 (     *         |              ), 0.18,  0.18,  0.18,  0.18,  0.18\r\n   1 ,    Naive_RFst: Y-Def ,      18  ,     0 (     *         |              ), 0.18,  0.18,  0.18,  0.18,  0.18\r\n   1 ,   Naive_WHERE: Y-Def ,      23  ,     0 (        *      |              ), 0.23,  0.23,  0.23,  0.23,  0.23\r\n   2 ,    Naive_RFst: N-Def ,      31  ,     0 (            *  |              ), 0.31,  0.31,  0.31,  0.31,  0.31\r\n   2 ,    Naive_Cart: N-Def ,      32  ,     0 (             * |              ), 0.32,  0.32,  0.32,  0.32,  0.32\r\n   2 ,   Naive_WHERE: N-Def ,      33  ,     0 (             * |              ), 0.33,  0.33,  0.33,  0.33,  0.33\r\n   2 ,   Tuned_WHERE: N-Def ,      39  ,     0 (               | *            ), 0.39,  0.39,  0.39,  0.39,  0.39\r\n   2 ,   Tuned_WHERE: Y-Def ,      39  ,     0 (               | *            ), 0.39,  0.39,  0.39,  0.39,  0.39\r\n   2 ,    Tuned_RFst: Y-Def ,      40  ,     0 (               | *            ), 0.40,  0.40,  0.40,  0.40,  0.40\r\n   2 ,    Tuned_RFst: N-Def ,      40  ,     0 (               | *            ), 0.40,  0.40,  0.40,  0.40,  0.40\r\n   2 ,    Tuned_Cart: Y-Def ,      63  ,     0 (               |             *), 0.63,  0.63,  0.63,  0.63,  0.63\r\n\r\nrank ,                 name ,    med   ,  iqr \r\n----------------------------------------------------\r\n   1 ,    Tuned_RFst: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Tuned_WHERE: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,   Tuned_WHERE: Y-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   1 ,    Tuned_RFst: N-Def ,       0  ,     0 (*              |              ), 0.00,  0.00,  0.00,  0.00,  0.00\r\n   2 ,    Tuned_Cart: Y-Def ,      13  ,     0 (               |*             ), 0.13,  0.13,  0.13,  0.13,  0.13\r\n   2 ,    Tuned_Cart: N-Def ,      13  ,     0 (               |*             ), 0.13,  0.13,  0.13,  0.13,  0.13\r\n   2 ,    Naive_Cart: Y-Def ,      19  ,     0 (               |       *      ), 0.19,  0.19,  0.19,  0.19,  0.19\r\n   2 ,    Naive_RFst: N-Def ,      19  ,     0 (               |       *      ), 0.19,  0.19,  0.19,  0.19,  0.19\r\n   2 ,    Naive_Cart: N-Def ,      19  ,     0 (               |       *      ), 0.19,  0.19,  0.19,  0.19,  0.19\r\n   2 ,    Naive_RFst: Y-Def ,      19  ,     0 (               |       *      ), 0.19,  0.19,  0.19,  0.19,  0.19\r\n   2 ,   Naive_WHERE: N-Def ,      24  ,     0 (               |             *), 0.24,  0.24,  0.24,  0.24,  0.24\r\n   2 ,   Naive_WHERE: Y-Def ,      24  ,     0 (               |             *), 0.24,  0.24,  0.24,  0.24,  0.24\r\n\r\n\r\nxerces done!\r\n\r\n```\r\n\r\n## Tune WHERE with np = 90 and np = 10\r\n\r\n![6343b00e-37f7-4296-bda3-e123ab24a10c](https://cloud.githubusercontent.com/assets/7039841/9090727/f6b206ba-3b69-11e5-8237-59227b265250.png)\r\n\r\n## Tune CART with np = 90 and np = 10\r\n\r\n![8a903da1-31e0-4494-add6-7af6393ea9c4](https://cloud.githubusercontent.com/assets/7039841/9090740/10e0d692-3b6a-11e5-96d2-a236089ea5eb.png)\r\n\r\n## Tune RF with np = 90 and np = 10\r\n\r\n![82794d4d-a851-47af-abeb-74fa3c45af33](https://cloud.githubusercontent.com/assets/7039841/9090781/3ccb80ea-3b6a-11e5-858e-7b17f5044a63.png)\r\n"}}