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{
"significant_genes": {
"Variable": [
"CLEC4M",
"PRAME",
"IQGAP3",
"TROAP",
"OR5K2",
"KCNS2",
"TMEM196",
"LINC00028",
"MAP3K20",
"OTX1",
"BAIAP2L1",
"SNORA20",
"CRISP2",
"BCL2L11",
"C1orf141",
"LRTM1",
"ADAMDEC1",
"GNGT1",
"ZNF695",
"MYLK2",
"TRPM2",
"FAM72D",
"DRGX",
"AKNAD1",
"SLC39A11",
"ONECUT2",
"OR2L8",
"PEG3-AS1",
"KIR2DL1",
"CYSRT1",
"KIF1A",
"FGF10",
"SIX1",
"TFAP2A",
"TMPRSS11B",
"BNIP5",
"TLCD1",
"SDS",
"FOXE1",
"INE2",
"ADRB3",
"CMA1",
"MTUS2",
"FAM72B",
"OR8H3",
"FLVCR1",
"SYNPO2L",
"CRYBG2",
"MYMK",
"FOXF2",
"DYNLT5",
"PDCD7",
"TBX15",
"CDKN2B",
"ARL14EP",
"ZNG1C",
"SNORA32",
"HOXB13",
"CPA5",
"TMEM18",
"PITX1",
"ATP1A3",
"FBP2",
"AQP8",
"TMEM81",
"CFC1B",
"RSL24D1",
"REXO6P",
"PDIA2",
"SLCO1C1",
"RNF180",
"PRSS57",
"NACC1",
"PRPS2",
"COLEC10",
"KIR2DL3",
"SPOCK2",
"SOHLH1",
"IFNA17",
"CAB39L",
"LIN28B",
"SCGN",
"SPP1",
"OXTR",
"S100A2",
"SNX24",
"PDZD9",
"PITX2",
"FAM3D",
"KLF17",
"PTK6",
"FAM138F",
"VSIG1",
"NRDC",
"DMRTC1",
"IFNA16",
"H3C10",
"CDH15",
"ILK",
"FSTL4"
],
"Coefficient": [
-0.04887853217988041,
0.03575972661565847,
0.024898864565629363,
0.01846626615801222,
-0.01622293049778067,
-0.015896967387715823,
-0.014716413338317599,
-0.013905394826719172,
-0.012432887618631521,
0.012250896190031318,
0.011808156560047387,
-0.011159107591241774,
-0.010296190292637345,
0.010048049761114335,
-0.009990702063866869,
0.009906689902092014,
0.009858084843811524,
0.009365694286517113,
0.00906848332413939,
0.007450687679588309,
0.007305535742732763,
0.007155818740006781,
-0.007132603970620002,
-0.0069694025359182225,
0.006868502348115634,
0.006753471248756827,
-0.00643742416156683,
0.006244743345644214,
-0.006100739618278827,
0.005767741765641755,
0.00543285971203174,
-0.005390499866432265,
0.005351416194737643,
0.0052609857778362695,
0.005134479702970362,
0.005061235974545671,
0.00485130426022272,
0.004801337002150619,
0.004735119057564713,
-0.00466401764235295,
-0.004567155190743148,
-0.004270961975499082,
-0.004223394144198219,
0.003946882456492352,
0.003823432505661958,
0.003786812898275231,
0.0037417104110357567,
0.003636507776327028,
0.003616318471910151,
0.0033859359476597164,
-0.0032781739260426307,
-0.0032294234086611496,
0.0031933110260947612,
0.003078236233355133,
-0.003070236082423655,
0.0028606536380536294,
-0.0028161680515699657,
0.002788244468660467,
0.002631377883258911,
-0.002616198251742307,
0.002566544528586344,
0.0024916802766593365,
0.002414727712728372,
-0.0022793317288458325,
0.0021959259836310772,
-0.0020106925294777972,
-0.0017727508944475996,
-0.0016682537991553924,
0.0016216625389531504,
0.001570484673937706,
-0.0015396593330797707,
-0.0014759224183682105,
0.0014451254365999908,
-0.001432642095634543,
0.0014164813020457728,
-0.001296851426383799,
0.0011199245063342092,
0.0011071769066457427,
0.0010677574890791623,
-0.000984333979671633,
0.0009615299355819546,
0.000797364032458029,
0.000780043252052208,
0.0007253925598956642,
0.0007206396079728295,
0.0006507514436929932,
-0.0006413485615330275,
0.0005810942640631159,
0.0005578901811116286,
-0.00038824365119011147,
0.00032601081694569496,
-0.00032410851942176247,
0.0001744064507612073,
0.00016623763025980785,
-0.00015229156052975638,
0.00013795569243491284,
0.00013320686715480968,
0.00010994992956299651,
-4.552552943347837e-05,
2.5065865486890185e-05
],
"Absolute Coefficient": [
0.04887853217988041,
0.03575972661565847,
0.024898864565629363,
0.01846626615801222,
0.01622293049778067,
0.015896967387715823,
0.014716413338317599,
0.013905394826719172,
0.012432887618631521,
0.012250896190031318,
0.011808156560047387,
0.011159107591241774,
0.010296190292637345,
0.010048049761114335,
0.009990702063866869,
0.009906689902092014,
0.009858084843811524,
0.009365694286517113,
0.00906848332413939,
0.007450687679588309,
0.007305535742732763,
0.007155818740006781,
0.007132603970620002,
0.0069694025359182225,
0.006868502348115634,
0.006753471248756827,
0.00643742416156683,
0.006244743345644214,
0.006100739618278827,
0.005767741765641755,
0.00543285971203174,
0.005390499866432265,
0.005351416194737643,
0.0052609857778362695,
0.005134479702970362,
0.005061235974545671,
0.00485130426022272,
0.004801337002150619,
0.004735119057564713,
0.00466401764235295,
0.004567155190743148,
0.004270961975499082,
0.004223394144198219,
0.003946882456492352,
0.003823432505661958,
0.003786812898275231,
0.0037417104110357567,
0.003636507776327028,
0.003616318471910151,
0.0033859359476597164,
0.0032781739260426307,
0.0032294234086611496,
0.0031933110260947612,
0.003078236233355133,
0.003070236082423655,
0.0028606536380536294,
0.0028161680515699657,
0.002788244468660467,
0.002631377883258911,
0.002616198251742307,
0.002566544528586344,
0.0024916802766593365,
0.002414727712728372,
0.0022793317288458325,
0.0021959259836310772,
0.0020106925294777972,
0.0017727508944475996,
0.0016682537991553924,
0.0016216625389531504,
0.001570484673937706,
0.0015396593330797707,
0.0014759224183682105,
0.0014451254365999908,
0.001432642095634543,
0.0014164813020457728,
0.001296851426383799,
0.0011199245063342092,
0.0011071769066457427,
0.0010677574890791623,
0.000984333979671633,
0.0009615299355819546,
0.000797364032458029,
0.000780043252052208,
0.0007253925598956642,
0.0007206396079728295,
0.0006507514436929932,
0.0006413485615330275,
0.0005810942640631159,
0.0005578901811116286,
0.00038824365119011147,
0.00032601081694569496,
0.00032410851942176247,
0.0001744064507612073,
0.00016623763025980785,
0.00015229156052975638,
0.00013795569243491284,
0.00013320686715480968,
0.00010994992956299651,
4.552552943347837e-05,
2.5065865486890185e-05
]
},
"cv_performance": {
"prediction": {
"accuracy": 100.0,
"precision": 100.0,
"recall": 100.0,
"f1": 100.0
},
"selection": {
"precision": 1.7512308480050418,
"recall": 2.3188405797101446,
"f1": 1.9953994875378522,
"jaccard": 1.0086975559270759
}
}
} |