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{
"significant_genes": {
"Variable": [
"HPN",
"SFTPB",
"NPBWR2",
"MIR155HG",
"GGT7",
"MARK1",
"A2M",
"TTTY7",
"KIF2C",
"EFEMP1",
"TSSK1B",
"MIPOL1",
"DNAH10",
"KCTD9",
"SPMIP7",
"REN",
"PHLDB2",
"COA7",
"GLI1",
"TBX1",
"PTPN20",
"OTOP3",
"OR5C1",
"BARHL2",
"ACSM4",
"CSKMT",
"WTIP",
"ERCC6L2",
"GRM8",
"IMMP1L",
"ZNF22-AS1",
"KRT17",
"HLA-DPB2",
"TSPY26P",
"DGKE",
"ZXDA",
"TEX14",
"ADGRG4",
"TAAR9",
"BEGAIN",
"OR2T5",
"AQP8",
"CLCN4",
"GPALPP1",
"BGLAP",
"PSD2",
"CDCA3",
"SLC29A4",
"H1-2",
"AP2B1",
"DBH",
"KDM5D",
"PEX12",
"KIAA1755",
"S100G",
"HYCC1",
"SLC25A33",
"FLT1",
"LINC02694",
"LRRC4B",
"FUT2",
"CIB4",
"KCNJ1",
"DHCR24",
"TNNT1",
"ITFG1",
"ICAM4",
"PAX8",
"SP6",
"GPX2",
"BIRC7",
"FNDC11",
"HUS1",
"ISOC1",
"POLE2",
"TBC1D28",
"GSDMA",
"ELL3",
"ERO1B",
"ELOVL4",
"CFAP96",
"TGM5",
"NANP",
"TENM2",
"LTBP1",
"TFCP2",
"MAMDC4",
"ARHGAP44",
"ORC1",
"SMO",
"RBMX",
"FBXL21P",
"LDLRAD3",
"MCPH1",
"ARHGEF39",
"TPTE2P3",
"KLHL4",
"TCF21",
"CYP3A7",
"SPIDR",
"C15orf32",
"TAAR8",
"OSCP1",
"AIRE",
"ANKRD53",
"CRYBA1",
"LY75",
"STK10",
"KDSR",
"SCCPDH",
"PCDHAC1",
"NLRP4",
"C6orf58",
"SLCO4A1",
"ICA1L",
"ZNF600",
"PI16",
"TINAG",
"USP2",
"PDZD9",
"APOA1",
"ZNF813",
"HRNR",
"SETD9",
"ZNF57"
],
"Coefficient": [
0.051451757383672234,
0.0438722949223435,
0.04382990780174354,
0.043429654054121684,
0.042056817364740276,
0.042054821460068316,
0.027237645134478135,
0.02646261056651018,
0.024662712561673024,
0.024134791253518202,
0.022471769817682966,
0.02247072393455076,
0.022067264539736113,
-0.02102973667992083,
0.019200556290569045,
0.018949567448300203,
0.01879388302185299,
0.01822967244071158,
0.018227590506645967,
0.01802101115656345,
0.01785248584957794,
0.017299366361143317,
0.017268052508686387,
0.015224661531696238,
-0.014761829253422471,
0.013070258880013702,
0.012906404635393783,
-0.012472041051548269,
0.012184835563464629,
-0.012071733745248347,
-0.011415407976546993,
0.011010965106943663,
0.01095089242805383,
-0.010732791170457499,
0.010678357573637099,
-0.010466293061006254,
-0.010419049535994509,
0.010331915007042308,
0.010310299401185467,
-0.010133300158569116,
-0.009519565514008241,
0.00940620926629966,
0.008516740076833016,
-0.008468765061350123,
0.008294039418107503,
-0.00827364998783296,
0.008136983578674623,
0.007847957375867966,
-0.007743586538368999,
-0.0077435856890167055,
0.0076119450805746955,
0.0075794343509069315,
-0.007239368736101152,
-0.006985179959347874,
-0.006985093893045729,
0.006980166969446888,
-0.006978987645879022,
0.006867906259700593,
0.006586688601958889,
-0.006460531868786548,
0.0064022069044350404,
0.006183895885465596,
0.006155300943712692,
0.005975441757804315,
0.0058815122935577824,
0.0054603070749760715,
-0.005393003418233363,
-0.005373581967092293,
-0.005238232065190728,
0.005115368082843341,
-0.004999534774905065,
0.004787721765937136,
0.004762434377871093,
0.0047538180111440665,
0.004741753732615913,
0.004660607491448124,
0.004611648026727052,
0.004568781969884832,
-0.004336417023395846,
0.004328734252878072,
0.0042631600618597805,
0.00424905694304416,
0.004221079910370997,
-0.004185249778411626,
0.003937855206189313,
-0.003648136485746654,
0.003507327626135103,
0.003494591178787308,
0.003292813618514743,
0.003033880095205425,
0.0028170531119621712,
-0.0027755808814770916,
0.002754087665306058,
-0.0024040135313329694,
0.002356723831608705,
-0.0022588999221988823,
-0.0021375227963574815,
0.002053284996653636,
-0.0020384809624632923,
-0.0020194698331198026,
-0.0018906311725336781,
0.0018857807435258066,
-0.0018194707610086568,
0.0017606749177736848,
0.0016316268340377353,
0.0015378927137274687,
0.0014847118950788508,
-0.0011907728046159478,
0.0011765499942755298,
-0.001142418831473494,
0.0011204257237762904,
0.0010938073548539193,
0.0010377691729324989,
0.0007154801617507973,
0.0006481585913134761,
-0.0005893807760592861,
0.00040734339720943955,
-0.00028997516415067915,
-0.00023817243599468614,
0.00019740366753898342,
0.00018667954262565654,
-0.00014268614817496792,
9.621380660562925e-05,
6.033430685795969e-05,
-5.36676059414288e-05
],
"Absolute Coefficient": [
0.051451757383672234,
0.0438722949223435,
0.04382990780174354,
0.043429654054121684,
0.042056817364740276,
0.042054821460068316,
0.027237645134478135,
0.02646261056651018,
0.024662712561673024,
0.024134791253518202,
0.022471769817682966,
0.02247072393455076,
0.022067264539736113,
0.02102973667992083,
0.019200556290569045,
0.018949567448300203,
0.01879388302185299,
0.01822967244071158,
0.018227590506645967,
0.01802101115656345,
0.01785248584957794,
0.017299366361143317,
0.017268052508686387,
0.015224661531696238,
0.014761829253422471,
0.013070258880013702,
0.012906404635393783,
0.012472041051548269,
0.012184835563464629,
0.012071733745248347,
0.011415407976546993,
0.011010965106943663,
0.01095089242805383,
0.010732791170457499,
0.010678357573637099,
0.010466293061006254,
0.010419049535994509,
0.010331915007042308,
0.010310299401185467,
0.010133300158569116,
0.009519565514008241,
0.00940620926629966,
0.008516740076833016,
0.008468765061350123,
0.008294039418107503,
0.00827364998783296,
0.008136983578674623,
0.007847957375867966,
0.007743586538368999,
0.0077435856890167055,
0.0076119450805746955,
0.0075794343509069315,
0.007239368736101152,
0.006985179959347874,
0.006985093893045729,
0.006980166969446888,
0.006978987645879022,
0.006867906259700593,
0.006586688601958889,
0.006460531868786548,
0.0064022069044350404,
0.006183895885465596,
0.006155300943712692,
0.005975441757804315,
0.0058815122935577824,
0.0054603070749760715,
0.005393003418233363,
0.005373581967092293,
0.005238232065190728,
0.005115368082843341,
0.004999534774905065,
0.004787721765937136,
0.004762434377871093,
0.0047538180111440665,
0.004741753732615913,
0.004660607491448124,
0.004611648026727052,
0.004568781969884832,
0.004336417023395846,
0.004328734252878072,
0.0042631600618597805,
0.00424905694304416,
0.004221079910370997,
0.004185249778411626,
0.003937855206189313,
0.003648136485746654,
0.003507327626135103,
0.003494591178787308,
0.003292813618514743,
0.003033880095205425,
0.0028170531119621712,
0.0027755808814770916,
0.002754087665306058,
0.0024040135313329694,
0.002356723831608705,
0.0022588999221988823,
0.0021375227963574815,
0.002053284996653636,
0.0020384809624632923,
0.0020194698331198026,
0.0018906311725336781,
0.0018857807435258066,
0.0018194707610086568,
0.0017606749177736848,
0.0016316268340377353,
0.0015378927137274687,
0.0014847118950788508,
0.0011907728046159478,
0.0011765499942755298,
0.001142418831473494,
0.0011204257237762904,
0.0010938073548539193,
0.0010377691729324989,
0.0007154801617507973,
0.0006481585913134761,
0.0005893807760592861,
0.00040734339720943955,
0.00028997516415067915,
0.00023817243599468614,
0.00019740366753898342,
0.00018667954262565654,
0.00014268614817496792,
9.621380660562925e-05,
6.033430685795969e-05,
5.36676059414288e-05
]
},
"cv_performance": {
"prediction": {
"accuracy": 81.73913043478261,
"precision": 19.047619047619044,
"recall": 26.666666666666664,
"f1": 21.333333333333332
},
"selection": {
"precision": 1.8707746236603868,
"recall": 0.5988023952095809,
"f1": 0.9069173171480631,
"jaccard": 0.45677021666682716
}
}
} |