| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "COL15A1", | |
| "TBXA2R", | |
| "CDH13", | |
| "OR5B2", | |
| "LRRN3", | |
| "MND1", | |
| "ADRA2B", | |
| "PLVAP", | |
| "EPCIP", | |
| "DIPK2B", | |
| "MAP2K1", | |
| "SYT10", | |
| "CCL23", | |
| "SLC27A6", | |
| "AGBL4", | |
| "SLC26A10P", | |
| "ASIC2", | |
| "OR4F17", | |
| "TEX26", | |
| "THBS4", | |
| "LINC00305", | |
| "PLPPR2", | |
| "ZAN", | |
| "TTTY17B", | |
| "MTHFD1L", | |
| "CATSPER2", | |
| "PRORSD1P", | |
| "LINC02875", | |
| "EPHB1", | |
| "GALNT13", | |
| "RSPH10B2", | |
| "IFNA8", | |
| "VPS45", | |
| "NOL4", | |
| "LINC03042", | |
| "PROK2", | |
| "KRTAP9-4", | |
| "KRTAP4-11", | |
| "APLN", | |
| "PKN3", | |
| "LINC01553", | |
| "KRTAP17-1", | |
| "PRRT3", | |
| "SOX10", | |
| "FAM83F", | |
| "DUSP6", | |
| "HDAC11", | |
| "PKD2L2", | |
| "DHRS7C", | |
| "GPR83", | |
| "MS4A5", | |
| "RFPL1", | |
| "DBH", | |
| "FLJ13224", | |
| "ZNF2", | |
| "ADCYAP1R1", | |
| "LRATD1", | |
| "TTL", | |
| "KDM4E", | |
| "PTPRR", | |
| "TRIB1", | |
| "STX1A", | |
| "ZBTB45", | |
| "FAM163A", | |
| "CCR9", | |
| "AMIGO3", | |
| "MIP", | |
| "PNP", | |
| "OR6V1", | |
| "PGLYRP4", | |
| "TIGD5", | |
| "TIMM29", | |
| "ZNF449", | |
| "PMS2", | |
| "C9orf163", | |
| "OR9G4", | |
| "ZNF775", | |
| "POU4F1", | |
| "POLM", | |
| "KRT27", | |
| "PZP", | |
| "PAK5", | |
| "CSF3", | |
| "AMPD1", | |
| "CAPN11", | |
| "PHLDA1", | |
| "PCSK2", | |
| "WNT9B", | |
| "CLEC18A", | |
| "HOXA13", | |
| "CETP", | |
| "OR9A4", | |
| "HPCA", | |
| "TSPAN7", | |
| "MAG", | |
| "ZIC2", | |
| "GOLGA2P3Y", | |
| "HEXA-AS1", | |
| "PRG3", | |
| "TDRD1", | |
| "BEST4", | |
| "SERPINB10", | |
| "PODNL1", | |
| "KCNN2", | |
| "PRIMA1", | |
| "HMGXB3", | |
| "TPH2", | |
| "NVL", | |
| "SETD4", | |
| "STC2", | |
| "ECE1", | |
| "MRPL42P5", | |
| "MYO15B", | |
| "PTCRA", | |
| "CABIN1", | |
| "BCAN", | |
| "AP5Z1", | |
| "B3GALNT2", | |
| "TNFRSF25", | |
| "CHIC2", | |
| "MKRN3", | |
| "ANO4", | |
| "KRTAP1-1", | |
| "PMS1", | |
| "EGR3", | |
| "RASSF10", | |
| "SIX4", | |
| "SIX1", | |
| "TARBP1" | |
| ], | |
| "Coefficient": [ | |
| 0.045499382953571234, | |
| -0.03849442486619983, | |
| 0.03509265595249244, | |
| 0.022594473431693806, | |
| -0.018948251570216387, | |
| 0.018791095502726864, | |
| -0.016237213137738633, | |
| 0.016010782499289222, | |
| -0.015248267738507345, | |
| 0.014329912921151104, | |
| -0.014311624862450188, | |
| -0.01348216232964922, | |
| -0.013153418453633336, | |
| -0.011004287583577058, | |
| -0.010552691716779467, | |
| 0.010046947012637687, | |
| 0.009631335338330814, | |
| 0.009325304075822972, | |
| -0.008385037018367496, | |
| 0.0079319164002085, | |
| 0.007827822767031867, | |
| 0.00761235677715378, | |
| -0.007459246484706791, | |
| 0.007312581883297632, | |
| 0.007290686106344371, | |
| 0.007187368773427887, | |
| 0.006796455939065147, | |
| 0.006752519736940439, | |
| -0.006693719520770577, | |
| 0.006684472823356854, | |
| -0.006649759314484127, | |
| -0.006301655687912932, | |
| 0.006297162706500313, | |
| -0.0059031188837918415, | |
| 0.005649627589803434, | |
| -0.0055560645388155585, | |
| 0.005283468297231764, | |
| -0.005144239900604185, | |
| 0.005028117354909589, | |
| 0.0049039335760024385, | |
| -0.0048929363225493705, | |
| 0.004747563583674721, | |
| 0.004628298604267325, | |
| -0.0044840015684912, | |
| -0.004469791969873324, | |
| -0.004367913678873635, | |
| 0.004285529112326059, | |
| 0.0042524502216280445, | |
| -0.004048391179101064, | |
| -0.004035256445255672, | |
| -0.0038095681299088967, | |
| -0.0038094451731283084, | |
| -0.0035555690251475305, | |
| 0.0033363346385118847, | |
| 0.003212127670055787, | |
| -0.003171899178219857, | |
| -0.003153420386222674, | |
| 0.0028087143407709214, | |
| 0.0027361921848746123, | |
| 0.002656993416019884, | |
| -0.0026508268400085872, | |
| 0.002628402902056628, | |
| 0.002574932349722269, | |
| -0.002564521593758901, | |
| -0.0025145572415217255, | |
| 0.002440657826931564, | |
| -0.0022322857186804295, | |
| -0.0022008381748731135, | |
| -0.002144832788134264, | |
| 0.002107770581480472, | |
| 0.0020942762051276882, | |
| 0.002070077982575948, | |
| 0.002064893834484844, | |
| 0.0020196420287931557, | |
| 0.001982858588655685, | |
| -0.0018520381178282555, | |
| 0.0018357239206402412, | |
| 0.0017878555723954926, | |
| 0.0017784732582926746, | |
| 0.0017658855488167189, | |
| -0.0017540592861170104, | |
| -0.0016769439295822302, | |
| -0.0015537404194479857, | |
| -0.0015496893276027862, | |
| 0.0015049163091072635, | |
| -0.0014988129811720323, | |
| -0.0014205836429759648, | |
| 0.0013375239763486861, | |
| 0.0013291177758003665, | |
| 0.0013043214096275146, | |
| -0.0012987338432650997, | |
| 0.0012600479155023938, | |
| 0.001205326827426382, | |
| -0.0011835205521754553, | |
| -0.0011833375069896194, | |
| 0.001160282082582512, | |
| 0.0010618460952326043, | |
| 0.0010417216554104646, | |
| -0.0009675936072324564, | |
| -0.0009372163866124583, | |
| 0.0008297741576841383, | |
| -0.0007942689325841603, | |
| 0.0007927051521788724, | |
| -0.000773494760401551, | |
| -0.000765529503540891, | |
| 0.0007556333389050871, | |
| -0.0007314344198645691, | |
| 0.000658913677066721, | |
| 0.0005767755723929943, | |
| 0.0005653147655662716, | |
| -0.0005599712543870224, | |
| 0.0005467321875929497, | |
| 0.0005214183950251369, | |
| -0.0005024058418873613, | |
| 0.00047964554811608605, | |
| 0.0004676449121957854, | |
| 0.00043972500695117046, | |
| 0.0004240745926787628, | |
| 0.00038887696962159533, | |
| -0.0003364657642590067, | |
| 0.0003246173191877295, | |
| 0.00025894037891036314, | |
| -0.00025813873390398683, | |
| 0.00023983061089962585, | |
| -0.00010169485113853458, | |
| 9.287513257924377e-05, | |
| 8.941631451037509e-05, | |
| 8.578391626149802e-05, | |
| 2.6916721036134024e-07 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.045499382953571234, | |
| 0.03849442486619983, | |
| 0.03509265595249244, | |
| 0.022594473431693806, | |
| 0.018948251570216387, | |
| 0.018791095502726864, | |
| 0.016237213137738633, | |
| 0.016010782499289222, | |
| 0.015248267738507345, | |
| 0.014329912921151104, | |
| 0.014311624862450188, | |
| 0.01348216232964922, | |
| 0.013153418453633336, | |
| 0.011004287583577058, | |
| 0.010552691716779467, | |
| 0.010046947012637687, | |
| 0.009631335338330814, | |
| 0.009325304075822972, | |
| 0.008385037018367496, | |
| 0.0079319164002085, | |
| 0.007827822767031867, | |
| 0.00761235677715378, | |
| 0.007459246484706791, | |
| 0.007312581883297632, | |
| 0.007290686106344371, | |
| 0.007187368773427887, | |
| 0.006796455939065147, | |
| 0.006752519736940439, | |
| 0.006693719520770577, | |
| 0.006684472823356854, | |
| 0.006649759314484127, | |
| 0.006301655687912932, | |
| 0.006297162706500313, | |
| 0.0059031188837918415, | |
| 0.005649627589803434, | |
| 0.0055560645388155585, | |
| 0.005283468297231764, | |
| 0.005144239900604185, | |
| 0.005028117354909589, | |
| 0.0049039335760024385, | |
| 0.0048929363225493705, | |
| 0.004747563583674721, | |
| 0.004628298604267325, | |
| 0.0044840015684912, | |
| 0.004469791969873324, | |
| 0.004367913678873635, | |
| 0.004285529112326059, | |
| 0.0042524502216280445, | |
| 0.004048391179101064, | |
| 0.004035256445255672, | |
| 0.0038095681299088967, | |
| 0.0038094451731283084, | |
| 0.0035555690251475305, | |
| 0.0033363346385118847, | |
| 0.003212127670055787, | |
| 0.003171899178219857, | |
| 0.003153420386222674, | |
| 0.0028087143407709214, | |
| 0.0027361921848746123, | |
| 0.002656993416019884, | |
| 0.0026508268400085872, | |
| 0.002628402902056628, | |
| 0.002574932349722269, | |
| 0.002564521593758901, | |
| 0.0025145572415217255, | |
| 0.002440657826931564, | |
| 0.0022322857186804295, | |
| 0.0022008381748731135, | |
| 0.002144832788134264, | |
| 0.002107770581480472, | |
| 0.0020942762051276882, | |
| 0.002070077982575948, | |
| 0.002064893834484844, | |
| 0.0020196420287931557, | |
| 0.001982858588655685, | |
| 0.0018520381178282555, | |
| 0.0018357239206402412, | |
| 0.0017878555723954926, | |
| 0.0017784732582926746, | |
| 0.0017658855488167189, | |
| 0.0017540592861170104, | |
| 0.0016769439295822302, | |
| 0.0015537404194479857, | |
| 0.0015496893276027862, | |
| 0.0015049163091072635, | |
| 0.0014988129811720323, | |
| 0.0014205836429759648, | |
| 0.0013375239763486861, | |
| 0.0013291177758003665, | |
| 0.0013043214096275146, | |
| 0.0012987338432650997, | |
| 0.0012600479155023938, | |
| 0.001205326827426382, | |
| 0.0011835205521754553, | |
| 0.0011833375069896194, | |
| 0.001160282082582512, | |
| 0.0010618460952326043, | |
| 0.0010417216554104646, | |
| 0.0009675936072324564, | |
| 0.0009372163866124583, | |
| 0.0008297741576841383, | |
| 0.0007942689325841603, | |
| 0.0007927051521788724, | |
| 0.000773494760401551, | |
| 0.000765529503540891, | |
| 0.0007556333389050871, | |
| 0.0007314344198645691, | |
| 0.000658913677066721, | |
| 0.0005767755723929943, | |
| 0.0005653147655662716, | |
| 0.0005599712543870224, | |
| 0.0005467321875929497, | |
| 0.0005214183950251369, | |
| 0.0005024058418873613, | |
| 0.00047964554811608605, | |
| 0.0004676449121957854, | |
| 0.00043972500695117046, | |
| 0.0004240745926787628, | |
| 0.00038887696962159533, | |
| 0.0003364657642590067, | |
| 0.0003246173191877295, | |
| 0.00025894037891036314, | |
| 0.00025813873390398683, | |
| 0.00023983061089962585, | |
| 0.00010169485113853458, | |
| 9.287513257924377e-05, | |
| 8.941631451037509e-05, | |
| 8.578391626149802e-05, | |
| 2.6916721036134024e-07 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 98.57142857142857, | |
| "precision": 99.71830985915493, | |
| "recall": 98.66601353724641, | |
| "f1": 99.18486804378254 | |
| }, | |
| "selection": { | |
| "precision": 2.2996269701485796, | |
| "recall": 0.7650273224043717, | |
| "f1": 1.147299929166735, | |
| "jaccard": 0.5771997132107598 | |
| } | |
| } | |
| } |