| { | |
| "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 | |
| } | |
| } | |
| } |