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{
"significant_genes": {
"Variable": [
"HPN",
"GGT7",
"MIR155HG",
"SFTPB",
"TTTY7",
"NPBWR2",
"PHLDB2",
"KRT17",
"JAG2",
"SPMIP7",
"DNAH10",
"AQP8",
"EFEMP1",
"APOB",
"SP6",
"COA7",
"CSKMT",
"CDCA3",
"WTIP",
"KCTD9",
"TBX1",
"SASS6",
"TCF21",
"FLT1",
"SLC29A4",
"ZNF22-AS1",
"SLC25A33",
"A2M",
"CIB4",
"FNDC11",
"MARK1",
"TGM5",
"GRM8",
"BARHL2",
"BTBD19",
"IPP",
"ZNF543",
"RBMX",
"FUT2",
"OR5C1",
"USP2",
"PRKRIP1",
"CAMK1D",
"ADGRB2",
"OR2J3",
"CDRT4",
"KIF2C",
"GLI1",
"TNNT1",
"GPR31",
"KRT12",
"OTOP3",
"LINC02694",
"TEX14",
"PRR19",
"LRRC72",
"REN",
"ACSM4",
"TSSK1B",
"BGLAP",
"SLCO4A1",
"CHURC1",
"ZFYVE19",
"TRPV3",
"PTPN20",
"S100G",
"FARP2",
"TNPO1",
"ADGRG4",
"ARRDC1-AS1",
"VIPR2",
"TNNI3",
"DGKE",
"FBXL21P",
"TAS1R2"
],
"Coefficient": [
0.05305722978581547,
0.051902116923121765,
0.04375643027861105,
0.04200129424716017,
0.04057450716934842,
0.040180810498769245,
0.03757791023901984,
0.03550322396793954,
0.030617915697369654,
0.03022124737914207,
0.029700546647000496,
0.02535598650035162,
0.024636640609207373,
0.021716792755442672,
-0.02146122381822366,
0.020760381744860258,
0.019285059216642742,
0.019093851411740203,
0.016362331401065258,
-0.016303666256624296,
0.014342048281626859,
0.014310889031384092,
0.014012646827299524,
0.012892770154139968,
0.012322326742649409,
-0.012188841826396266,
-0.012147444485205232,
0.012130363098515954,
0.01194919985904579,
0.011234272723474353,
0.010830095307277757,
0.010760992685885217,
0.010057132464672368,
0.009626321238936966,
0.009171979014186035,
-0.009130896439125163,
0.008682762105428291,
0.00845522031303266,
0.008273972735338185,
0.008132276835168567,
-0.007884315462676149,
-0.007508639841440684,
0.0074439401732428094,
-0.006600266710298533,
-0.005787284475608313,
-0.00547796800076211,
0.004425804891157153,
0.00437111172651431,
0.0043551943920822145,
0.004294587261750988,
0.0037834878471360712,
0.0036425309721928134,
0.003193788346746868,
-0.0031525867406861875,
0.0030783249725413173,
-0.002994911470105254,
0.0028938627002493347,
-0.002858337542681988,
0.00226065680547809,
0.00198622568369211,
0.0019633090713442646,
0.001279418753307688,
-0.0011253564162475162,
-0.0009821692363911208,
0.0008612038873781093,
-0.0007657212257521943,
0.0007347283807410247,
0.0006180144187030867,
0.0005532257953516089,
0.000543409321987792,
-0.0004766660768085446,
0.000352459125581911,
0.0003123987875248217,
-0.0002547507230667094,
-0.00020406317659031
],
"Absolute Coefficient": [
0.05305722978581547,
0.051902116923121765,
0.04375643027861105,
0.04200129424716017,
0.04057450716934842,
0.040180810498769245,
0.03757791023901984,
0.03550322396793954,
0.030617915697369654,
0.03022124737914207,
0.029700546647000496,
0.02535598650035162,
0.024636640609207373,
0.021716792755442672,
0.02146122381822366,
0.020760381744860258,
0.019285059216642742,
0.019093851411740203,
0.016362331401065258,
0.016303666256624296,
0.014342048281626859,
0.014310889031384092,
0.014012646827299524,
0.012892770154139968,
0.012322326742649409,
0.012188841826396266,
0.012147444485205232,
0.012130363098515954,
0.01194919985904579,
0.011234272723474353,
0.010830095307277757,
0.010760992685885217,
0.010057132464672368,
0.009626321238936966,
0.009171979014186035,
0.009130896439125163,
0.008682762105428291,
0.00845522031303266,
0.008273972735338185,
0.008132276835168567,
0.007884315462676149,
0.007508639841440684,
0.0074439401732428094,
0.006600266710298533,
0.005787284475608313,
0.00547796800076211,
0.004425804891157153,
0.00437111172651431,
0.0043551943920822145,
0.004294587261750988,
0.0037834878471360712,
0.0036425309721928134,
0.003193788346746868,
0.0031525867406861875,
0.0030783249725413173,
0.002994911470105254,
0.0028938627002493347,
0.002858337542681988,
0.00226065680547809,
0.00198622568369211,
0.0019633090713442646,
0.001279418753307688,
0.0011253564162475162,
0.0009821692363911208,
0.0008612038873781093,
0.0007657212257521943,
0.0007347283807410247,
0.0006180144187030867,
0.0005532257953516089,
0.000543409321987792,
0.0004766660768085446,
0.000352459125581911,
0.0003123987875248217,
0.0002547507230667094,
0.00020406317659031
]
},
"cv_performance": {
"prediction": {
"accuracy": 83.47826086956522,
"precision": 26.666666666666664,
"recall": 26.666666666666664,
"f1": 24.88888888888889
},
"selection": {
"precision": 2.4136542247710544,
"recall": 0.4790419161676647,
"f1": 0.7986470164914217,
"jaccard": 0.40132711768280666
}
}
} |