| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "AGR3", | |
| "ZNF385C", | |
| "NRTN", | |
| "DDX50", | |
| "DIRAS2", | |
| "FRMD4A", | |
| "TAC1", | |
| "ITGA7", | |
| "AOPEP", | |
| "PLXNA2", | |
| "NPHS1", | |
| "FCER2", | |
| "ACTL9", | |
| "ASPHD2", | |
| "HTRA4", | |
| "GRM6", | |
| "FAM98A", | |
| "PRKCB", | |
| "KLHL13", | |
| "C11orf16", | |
| "ODAPH", | |
| "IL17RB", | |
| "ABCC5", | |
| "KCNN3", | |
| "LMO2", | |
| "ZC3H4", | |
| "NPFF", | |
| "CST9L", | |
| "LIM2", | |
| "PHAF1", | |
| "INSM1", | |
| "MCTP1", | |
| "KPTN", | |
| "TBX4", | |
| "POLR2E", | |
| "ZC3HC1", | |
| "ST6GAL2", | |
| "EMILIN1", | |
| "SLC13A5", | |
| "SLC44A3", | |
| "OSBPL6", | |
| "ERVH48-1", | |
| "KRT13", | |
| "RASGEF1C", | |
| "ATP5PB", | |
| "KCNA4", | |
| "TMEM174", | |
| "BCL2L13", | |
| "FOXN3-AS2", | |
| "VCF2", | |
| "TPTE", | |
| "HORMAD2", | |
| "CDKL3", | |
| "ESRG", | |
| "SH3YL1", | |
| "LINC02877", | |
| "LGI1", | |
| "RPL13AP17", | |
| "KLHL36", | |
| "PCDH20", | |
| "LHFPL4", | |
| "SEPTIN3", | |
| "EBF4", | |
| "MMEL1", | |
| "BFSP2", | |
| "CDK13", | |
| "CXXC1P1", | |
| "SPINDOC", | |
| "BRPF1", | |
| "KCNIP4", | |
| "WNT8B", | |
| "CCDC62", | |
| "HADH", | |
| "TRPM6", | |
| "CCDC27", | |
| "YY2", | |
| "ELMO1", | |
| "PCYT1A", | |
| "EPHB3", | |
| "TREH", | |
| "DLG5", | |
| "ZNF570", | |
| "OSCAR", | |
| "TFR2", | |
| "PMP2", | |
| "HYDIN", | |
| "CECR9", | |
| "COL3A1", | |
| "SAMD10", | |
| "PPCDC", | |
| "LRP12", | |
| "STRC", | |
| "GDF1", | |
| "HEY1", | |
| "NDRG4", | |
| "TENM4", | |
| "CCDC163", | |
| "VRK3", | |
| "RIMS4", | |
| "NUP160", | |
| "SLC15A2", | |
| "KCNU1", | |
| "ABRA", | |
| "IQUB", | |
| "WFDC2", | |
| "KLHDC8A", | |
| "C1orf226", | |
| "TRAF3", | |
| "FAM219B", | |
| "ATOH7", | |
| "SOHLH1", | |
| "MS4A15", | |
| "IFNL2", | |
| "AMHR2", | |
| "CACNB4", | |
| "MPIG6B", | |
| "PANK4", | |
| "LINC02873", | |
| "RNF144B", | |
| "SLC12A4", | |
| "ZFP57", | |
| "POU5F1P4", | |
| "GLIS2", | |
| "RFPL1", | |
| "GATD1-DT", | |
| "TMEM52", | |
| "ST6GALNAC5", | |
| "SCFD2", | |
| "LILRA6", | |
| "OR3A2", | |
| "GZMM", | |
| "LDHD", | |
| "TTTY15", | |
| "BRAF", | |
| "SHROOM4", | |
| "SMCR8", | |
| "LRRC36", | |
| "KRT84", | |
| "PERM1", | |
| "ZNF438", | |
| "DLEU7" | |
| ], | |
| "Coefficient": [ | |
| -0.0719868277491411, | |
| -0.050155274324620996, | |
| -0.04463718190630248, | |
| 0.03704104435927687, | |
| -0.03575832263247847, | |
| -0.03511302852429726, | |
| -0.033251384913503754, | |
| -0.030528035479096376, | |
| 0.028386101004991778, | |
| -0.02675854616800069, | |
| 0.02579797214567854, | |
| -0.02362003208127721, | |
| 0.023282673704494928, | |
| -0.022907359069625304, | |
| 0.022073407897022054, | |
| 0.021514708339537454, | |
| 0.02049141185926968, | |
| -0.02033211145165935, | |
| 0.01964652799049718, | |
| -0.019040880216757664, | |
| 0.01855755864258539, | |
| -0.01741001153340928, | |
| 0.016954403778461767, | |
| 0.01625012359610747, | |
| 0.016210238389551188, | |
| 0.015635578568651515, | |
| 0.01541680979977469, | |
| 0.014975648932764743, | |
| 0.014848013807233471, | |
| 0.014468489892800777, | |
| -0.014413891409541194, | |
| 0.014328714748163204, | |
| 0.014122667825933107, | |
| 0.014095665218773819, | |
| -0.013784818899094133, | |
| -0.013694030335199094, | |
| -0.013684110620094747, | |
| 0.013527261193710314, | |
| -0.013292527773052227, | |
| -0.01242905111139612, | |
| -0.011866937154041347, | |
| -0.01173912190259494, | |
| 0.01156392308931903, | |
| -0.011474472745789218, | |
| -0.011468466754775315, | |
| 0.011438205784856726, | |
| -0.011291639896159274, | |
| -0.011244061831908578, | |
| -0.010812646339563617, | |
| -0.010726016384152236, | |
| -0.010557885910552418, | |
| 0.010176924938083637, | |
| 0.010056124803598562, | |
| -0.00986339245354922, | |
| -0.009310845272190718, | |
| 0.009241017416060596, | |
| -0.009030112299915188, | |
| -0.008863171480587977, | |
| -0.008576082934277009, | |
| -0.008517095159746899, | |
| 0.008503942054500408, | |
| 0.00816180961130714, | |
| -0.0077701099868396845, | |
| -0.007654299162732933, | |
| -0.0076129029730965855, | |
| 0.0075047412733034195, | |
| 0.007388012982827158, | |
| 0.007310780628064416, | |
| 0.007234181563090543, | |
| 0.007077525440428172, | |
| -0.006995406380474268, | |
| 0.0068843116862758276, | |
| -0.0068119786287130345, | |
| -0.006792666731345565, | |
| -0.006707588427477898, | |
| -0.006607093573466933, | |
| 0.006531574450764469, | |
| -0.006327118409267211, | |
| -0.006251817494117165, | |
| -0.006189889473392448, | |
| -0.00598482911678476, | |
| 0.005932173415444158, | |
| 0.0055311001670398175, | |
| -0.005413840187246967, | |
| -0.005389000441301466, | |
| -0.004991870580161855, | |
| 0.004903742641388705, | |
| 0.004852505638503399, | |
| -0.004798830893183771, | |
| -0.004606135090693275, | |
| 0.0045313250084245554, | |
| 0.004491057001447897, | |
| 0.00414400402973625, | |
| 0.00404711205176195, | |
| 0.004004704975857148, | |
| -0.003869935074176887, | |
| 0.0038654977528375244, | |
| -0.0036615939796134493, | |
| -0.0036339145954126435, | |
| 0.003433828537109971, | |
| 0.003308787142282129, | |
| 0.003251850608916604, | |
| -0.0030638460735708125, | |
| -0.003018540860353942, | |
| -0.002945973178757226, | |
| -0.002830170961686194, | |
| -0.002678909713452892, | |
| 0.002652379985347317, | |
| -0.0026486042042353514, | |
| 0.002617300797745101, | |
| -0.0026007777445142396, | |
| 0.002568989077629331, | |
| -0.002521358068833895, | |
| -0.0024262590345323714, | |
| 0.002246322328675912, | |
| -0.002067008173609392, | |
| 0.00191714343437535, | |
| -0.001909676287428288, | |
| -0.0018264759526277863, | |
| -0.0017103411830600454, | |
| -0.001667820221603573, | |
| -0.0016365048063791486, | |
| 0.0015318319493638362, | |
| 0.0014304161764276293, | |
| -0.001397764564480667, | |
| -0.001365367175649301, | |
| -0.001348517629189627, | |
| -0.0012895326512576822, | |
| -0.001119307955725516, | |
| -0.0010973374395815663, | |
| -0.000925072695707213, | |
| -0.0007163827265655905, | |
| -0.0005033090781330773, | |
| 0.000418159013953468, | |
| 0.00032402693651260135, | |
| -0.00028213255636648396, | |
| -0.00023032496074242337, | |
| -0.00018973455560798445, | |
| -0.0001649314039727157, | |
| -8.74808793901799e-05, | |
| 5.655428862688998e-05 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.0719868277491411, | |
| 0.050155274324620996, | |
| 0.04463718190630248, | |
| 0.03704104435927687, | |
| 0.03575832263247847, | |
| 0.03511302852429726, | |
| 0.033251384913503754, | |
| 0.030528035479096376, | |
| 0.028386101004991778, | |
| 0.02675854616800069, | |
| 0.02579797214567854, | |
| 0.02362003208127721, | |
| 0.023282673704494928, | |
| 0.022907359069625304, | |
| 0.022073407897022054, | |
| 0.021514708339537454, | |
| 0.02049141185926968, | |
| 0.02033211145165935, | |
| 0.01964652799049718, | |
| 0.019040880216757664, | |
| 0.01855755864258539, | |
| 0.01741001153340928, | |
| 0.016954403778461767, | |
| 0.01625012359610747, | |
| 0.016210238389551188, | |
| 0.015635578568651515, | |
| 0.01541680979977469, | |
| 0.014975648932764743, | |
| 0.014848013807233471, | |
| 0.014468489892800777, | |
| 0.014413891409541194, | |
| 0.014328714748163204, | |
| 0.014122667825933107, | |
| 0.014095665218773819, | |
| 0.013784818899094133, | |
| 0.013694030335199094, | |
| 0.013684110620094747, | |
| 0.013527261193710314, | |
| 0.013292527773052227, | |
| 0.01242905111139612, | |
| 0.011866937154041347, | |
| 0.01173912190259494, | |
| 0.01156392308931903, | |
| 0.011474472745789218, | |
| 0.011468466754775315, | |
| 0.011438205784856726, | |
| 0.011291639896159274, | |
| 0.011244061831908578, | |
| 0.010812646339563617, | |
| 0.010726016384152236, | |
| 0.010557885910552418, | |
| 0.010176924938083637, | |
| 0.010056124803598562, | |
| 0.00986339245354922, | |
| 0.009310845272190718, | |
| 0.009241017416060596, | |
| 0.009030112299915188, | |
| 0.008863171480587977, | |
| 0.008576082934277009, | |
| 0.008517095159746899, | |
| 0.008503942054500408, | |
| 0.00816180961130714, | |
| 0.0077701099868396845, | |
| 0.007654299162732933, | |
| 0.0076129029730965855, | |
| 0.0075047412733034195, | |
| 0.007388012982827158, | |
| 0.007310780628064416, | |
| 0.007234181563090543, | |
| 0.007077525440428172, | |
| 0.006995406380474268, | |
| 0.0068843116862758276, | |
| 0.0068119786287130345, | |
| 0.006792666731345565, | |
| 0.006707588427477898, | |
| 0.006607093573466933, | |
| 0.006531574450764469, | |
| 0.006327118409267211, | |
| 0.006251817494117165, | |
| 0.006189889473392448, | |
| 0.00598482911678476, | |
| 0.005932173415444158, | |
| 0.0055311001670398175, | |
| 0.005413840187246967, | |
| 0.005389000441301466, | |
| 0.004991870580161855, | |
| 0.004903742641388705, | |
| 0.004852505638503399, | |
| 0.004798830893183771, | |
| 0.004606135090693275, | |
| 0.0045313250084245554, | |
| 0.004491057001447897, | |
| 0.00414400402973625, | |
| 0.00404711205176195, | |
| 0.004004704975857148, | |
| 0.003869935074176887, | |
| 0.0038654977528375244, | |
| 0.0036615939796134493, | |
| 0.0036339145954126435, | |
| 0.003433828537109971, | |
| 0.003308787142282129, | |
| 0.003251850608916604, | |
| 0.0030638460735708125, | |
| 0.003018540860353942, | |
| 0.002945973178757226, | |
| 0.002830170961686194, | |
| 0.002678909713452892, | |
| 0.002652379985347317, | |
| 0.0026486042042353514, | |
| 0.002617300797745101, | |
| 0.0026007777445142396, | |
| 0.002568989077629331, | |
| 0.002521358068833895, | |
| 0.0024262590345323714, | |
| 0.002246322328675912, | |
| 0.002067008173609392, | |
| 0.00191714343437535, | |
| 0.001909676287428288, | |
| 0.0018264759526277863, | |
| 0.0017103411830600454, | |
| 0.001667820221603573, | |
| 0.0016365048063791486, | |
| 0.0015318319493638362, | |
| 0.0014304161764276293, | |
| 0.001397764564480667, | |
| 0.001365367175649301, | |
| 0.001348517629189627, | |
| 0.0012895326512576822, | |
| 0.001119307955725516, | |
| 0.0010973374395815663, | |
| 0.000925072695707213, | |
| 0.0007163827265655905, | |
| 0.0005033090781330773, | |
| 0.000418159013953468, | |
| 0.00032402693651260135, | |
| 0.00028213255636648396, | |
| 0.00023032496074242337, | |
| 0.00018973455560798445, | |
| 0.0001649314039727157, | |
| 8.74808793901799e-05, | |
| 5.655428862688998e-05 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 86.66666666666667, | |
| "precision": 90.04029304029304, | |
| "recall": 93.76743390091555, | |
| "f1": 91.64172988568653 | |
| }, | |
| "selection": { | |
| "precision": 2.2118519488708692, | |
| "recall": 0.8813559322033898, | |
| "f1": 1.2599678748473135, | |
| "jaccard": 0.6343549194951683 | |
| } | |
| } | |
| } |