| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "CDH13", | |
| "COL15A1", | |
| "HES3", | |
| "DAOA", | |
| "TBXA2R", | |
| "MS4A3", | |
| "SYT10", | |
| "OR5B2", | |
| "DHRS7C", | |
| "C5orf52", | |
| "SQLE", | |
| "COL9A1", | |
| "BIRC5", | |
| "GPR83", | |
| "AGBL4", | |
| "CARTPT", | |
| "ADCYAP1R1", | |
| "SNORA50A", | |
| "IFNA8", | |
| "MS4A5", | |
| "SPATA12", | |
| "WNT8A", | |
| "TANGO6", | |
| "ADRA2B", | |
| "OR9G4", | |
| "GTF2A1L", | |
| "EEPD1", | |
| "RPL23AP7", | |
| "CRISP3", | |
| "LINC02875", | |
| "LRIT1", | |
| "TOMM40L", | |
| "LHX2", | |
| "FAM163A", | |
| "RASSF10", | |
| "SLITRK4", | |
| "MMP21", | |
| "THBS4", | |
| "C3orf49", | |
| "TCL1A", | |
| "CAVIN4", | |
| "TRIB1", | |
| "TEX26", | |
| "LINC01553", | |
| "INGX", | |
| "BORCS6", | |
| "COL20A1", | |
| "CLEC18A", | |
| "TERB1", | |
| "TDRD1", | |
| "EPCIP", | |
| "RSPH10B2", | |
| "MXRA5", | |
| "OR13C9", | |
| "OR2B11", | |
| "SIX4", | |
| "KDM4E", | |
| "EDN3", | |
| "P2RX2", | |
| "SFRP5", | |
| "CALN1", | |
| "SLC5A1", | |
| "PCSK2", | |
| "PKN3", | |
| "ULK4P2", | |
| "LINC00305", | |
| "KRT27", | |
| "MAG", | |
| "ATAD3C", | |
| "FOXD4", | |
| "CLEC4C", | |
| "PNP", | |
| "PPIL6", | |
| "SLC27A6", | |
| "GPR15", | |
| "TTL", | |
| "PGLYRP4", | |
| "ASIC3", | |
| "LRATD1", | |
| "RIIAD1", | |
| "KCNRG", | |
| "PSG10P", | |
| "LY6G6F", | |
| "CLEC2A", | |
| "KIAA0087", | |
| "TFAMP1", | |
| "ASIC2", | |
| "KCNK16", | |
| "PRORSD1P", | |
| "OR51F1", | |
| "EPGN", | |
| "NXPE4", | |
| "KCNK18", | |
| "GRHL2", | |
| "SLC5A7", | |
| "SNORA64", | |
| "STX1A", | |
| "SLC35G6", | |
| "OSTCP1", | |
| "LRRN3", | |
| "AMPD1", | |
| "ITGB1BP1", | |
| "IL20RB", | |
| "SIK1", | |
| "MKRN3", | |
| "C3orf20", | |
| "SERPINB10", | |
| "PVALB", | |
| "CCN1", | |
| "DEFB4A", | |
| "PRAMEF9", | |
| "PTCRA", | |
| "OR4F17", | |
| "HTR3C", | |
| "SPRR4", | |
| "PRAMEF11", | |
| "PRB2", | |
| "SMIM10L3", | |
| "TTTY17B", | |
| "RGR", | |
| "ZNF252P-AS1", | |
| "DIAPH3", | |
| "OR5AP2", | |
| "SNORA70", | |
| "PHACTR3", | |
| "NR4A2", | |
| "OR6V1", | |
| "LRRC55", | |
| "TMPRSS4", | |
| "TAS2R41", | |
| "BCAN", | |
| "RFPL1", | |
| "SDC4P", | |
| "TP53RK", | |
| "KRT36", | |
| "SUSD4", | |
| "ZNF2", | |
| "DEFA5", | |
| "MYBPC1", | |
| "PRG3", | |
| "OR11H4", | |
| "KRTAP4-11", | |
| "RPS2P32", | |
| "ANKAR", | |
| "CLDN8", | |
| "HSD17B7P2", | |
| "FLACC1", | |
| "KCNH7", | |
| "DYNLT2", | |
| "GABRB1", | |
| "OR51E2", | |
| "OR6B2", | |
| "SLC34A1", | |
| "TMEM132D", | |
| "OR6N1", | |
| "PCDHA2", | |
| "CA4", | |
| "SLC49A3" | |
| ], | |
| "Coefficient": [ | |
| 0.040320995089844325, | |
| 0.0376311364465492, | |
| 0.023923721251190765, | |
| 0.022773409822221376, | |
| -0.02238983440924342, | |
| -0.02100711344736168, | |
| -0.020081588698082724, | |
| 0.019915408522052435, | |
| -0.019650147842986306, | |
| -0.014479831095796042, | |
| 0.012764029324715731, | |
| 0.011438806091843447, | |
| 0.011024483388031888, | |
| -0.011001176817307608, | |
| -0.010938437179729445, | |
| 0.01010362551892446, | |
| -0.009671213643739776, | |
| -0.009636543909100119, | |
| -0.00944942693769209, | |
| -0.009154194345359558, | |
| -0.008789483562440427, | |
| 0.008619601123990843, | |
| -0.008608680009864955, | |
| -0.008029644265742297, | |
| -0.0077830756390672474, | |
| 0.007413877354584664, | |
| 0.007211983638517449, | |
| 0.007168390821919636, | |
| 0.0071288294223668435, | |
| 0.007103588859198229, | |
| 0.006750982477832609, | |
| 0.006601415132924337, | |
| -0.006587104493561853, | |
| -0.006557857225447114, | |
| 0.0065256096779101255, | |
| 0.006465515664219955, | |
| 0.006447163340144832, | |
| 0.006438317070145746, | |
| 0.006280453279027751, | |
| -0.006265560609992095, | |
| 0.006248430261607435, | |
| -0.006202424447191294, | |
| -0.006199884160308151, | |
| -0.006084745212679663, | |
| 0.006039903722667072, | |
| 0.006016261847794931, | |
| -0.0059747588871859525, | |
| 0.005850782534632926, | |
| 0.005743241762658164, | |
| -0.005622428855102849, | |
| -0.0053602763135187255, | |
| -0.005334785464568109, | |
| -0.0053033840288810785, | |
| 0.004850386721630236, | |
| 0.0048050324509730825, | |
| 0.0047745197807989165, | |
| 0.004636244453274267, | |
| 0.004530305704321292, | |
| 0.004527712464446941, | |
| -0.004461725421691786, | |
| -0.004455754778050858, | |
| -0.0044132303301432935, | |
| -0.004391575688005695, | |
| 0.004357143044825704, | |
| 0.004177014082200193, | |
| 0.004124175902493695, | |
| 0.004108562272190487, | |
| -0.0041020776432594335, | |
| -0.0038886288640950705, | |
| 0.0038578508024589946, | |
| -0.0038513801153425386, | |
| -0.0038101850184551955, | |
| 0.0036415787633685, | |
| -0.0036392543541753203, | |
| -0.0036133324857477137, | |
| 0.003613014453122666, | |
| 0.003462041032189421, | |
| 0.00342339248232569, | |
| -0.0033714779759469356, | |
| 0.0032687717960163554, | |
| -0.003212707033509111, | |
| 0.003059047080295978, | |
| 0.0030377765346526015, | |
| -0.003013085312178573, | |
| 0.0028919009423092864, | |
| 0.002855497629427658, | |
| 0.0027835753577635475, | |
| -0.0027795368789902486, | |
| 0.0027534767159508125, | |
| -0.002733092515736365, | |
| 0.0027028800911048697, | |
| -0.0025130447093880508, | |
| -0.0024954044581993367, | |
| -0.002491520701596009, | |
| -0.0024744746132311832, | |
| -0.0024398775857808796, | |
| 0.0022468091475870487, | |
| -0.0021643175319122545, | |
| -0.0021452380200640622, | |
| -0.002115594930684683, | |
| -0.0021052356065042917, | |
| 0.0021027335688171564, | |
| -0.002080031173404988, | |
| -0.002046913997300708, | |
| 0.0019555174339088333, | |
| -0.001906156657094203, | |
| -0.0017281797511260748, | |
| -0.0016671095164238114, | |
| -0.001581669948039133, | |
| 0.0015630372675906504, | |
| 0.0015432869678230466, | |
| -0.001538733547540375, | |
| 0.0014203561818859844, | |
| 0.0014144020524088554, | |
| -0.001321678572880849, | |
| 0.0012975926627116937, | |
| -0.0012737873659317632, | |
| 0.001236118015029093, | |
| 0.001214269213604511, | |
| 0.0012107507575410546, | |
| 0.0011562733548147951, | |
| 0.0010530016304193266, | |
| 0.00105262345835719, | |
| -0.0010511694377756588, | |
| -0.0010499242668031547, | |
| -0.001005546901946559, | |
| -0.0009767983142149818, | |
| -0.0009732485961158004, | |
| -0.0009663302899379598, | |
| -0.0009474568612688929, | |
| 0.0009042434709169246, | |
| -0.0009027798363909179, | |
| 0.0008957354833131435, | |
| 0.0008944087296677346, | |
| -0.0008740701866701584, | |
| -0.000856173160603954, | |
| 0.0008449465009776566, | |
| 0.0007852646796882352, | |
| 0.0006973180832140478, | |
| -0.0006732448895703373, | |
| 0.0005947933051274225, | |
| -0.0004993691173311241, | |
| -0.0004965237967815151, | |
| 0.00044798056641306045, | |
| -0.0003872348411081057, | |
| 0.0003402165215179491, | |
| 0.0003260302416488465, | |
| -0.00028920923992639024, | |
| 0.0002591362522285901, | |
| 0.0002295121202467034, | |
| 0.0002285868760424393, | |
| 0.00015879221171240495, | |
| -0.00010674907993040996, | |
| -0.00010083834487918042, | |
| -8.155487676920276e-05, | |
| 3.698676695955687e-05, | |
| 3.3645238520002605e-05, | |
| -2.9770591278338755e-05 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.040320995089844325, | |
| 0.0376311364465492, | |
| 0.023923721251190765, | |
| 0.022773409822221376, | |
| 0.02238983440924342, | |
| 0.02100711344736168, | |
| 0.020081588698082724, | |
| 0.019915408522052435, | |
| 0.019650147842986306, | |
| 0.014479831095796042, | |
| 0.012764029324715731, | |
| 0.011438806091843447, | |
| 0.011024483388031888, | |
| 0.011001176817307608, | |
| 0.010938437179729445, | |
| 0.01010362551892446, | |
| 0.009671213643739776, | |
| 0.009636543909100119, | |
| 0.00944942693769209, | |
| 0.009154194345359558, | |
| 0.008789483562440427, | |
| 0.008619601123990843, | |
| 0.008608680009864955, | |
| 0.008029644265742297, | |
| 0.0077830756390672474, | |
| 0.007413877354584664, | |
| 0.007211983638517449, | |
| 0.007168390821919636, | |
| 0.0071288294223668435, | |
| 0.007103588859198229, | |
| 0.006750982477832609, | |
| 0.006601415132924337, | |
| 0.006587104493561853, | |
| 0.006557857225447114, | |
| 0.0065256096779101255, | |
| 0.006465515664219955, | |
| 0.006447163340144832, | |
| 0.006438317070145746, | |
| 0.006280453279027751, | |
| 0.006265560609992095, | |
| 0.006248430261607435, | |
| 0.006202424447191294, | |
| 0.006199884160308151, | |
| 0.006084745212679663, | |
| 0.006039903722667072, | |
| 0.006016261847794931, | |
| 0.0059747588871859525, | |
| 0.005850782534632926, | |
| 0.005743241762658164, | |
| 0.005622428855102849, | |
| 0.0053602763135187255, | |
| 0.005334785464568109, | |
| 0.0053033840288810785, | |
| 0.004850386721630236, | |
| 0.0048050324509730825, | |
| 0.0047745197807989165, | |
| 0.004636244453274267, | |
| 0.004530305704321292, | |
| 0.004527712464446941, | |
| 0.004461725421691786, | |
| 0.004455754778050858, | |
| 0.0044132303301432935, | |
| 0.004391575688005695, | |
| 0.004357143044825704, | |
| 0.004177014082200193, | |
| 0.004124175902493695, | |
| 0.004108562272190487, | |
| 0.0041020776432594335, | |
| 0.0038886288640950705, | |
| 0.0038578508024589946, | |
| 0.0038513801153425386, | |
| 0.0038101850184551955, | |
| 0.0036415787633685, | |
| 0.0036392543541753203, | |
| 0.0036133324857477137, | |
| 0.003613014453122666, | |
| 0.003462041032189421, | |
| 0.00342339248232569, | |
| 0.0033714779759469356, | |
| 0.0032687717960163554, | |
| 0.003212707033509111, | |
| 0.003059047080295978, | |
| 0.0030377765346526015, | |
| 0.003013085312178573, | |
| 0.0028919009423092864, | |
| 0.002855497629427658, | |
| 0.0027835753577635475, | |
| 0.0027795368789902486, | |
| 0.0027534767159508125, | |
| 0.002733092515736365, | |
| 0.0027028800911048697, | |
| 0.0025130447093880508, | |
| 0.0024954044581993367, | |
| 0.002491520701596009, | |
| 0.0024744746132311832, | |
| 0.0024398775857808796, | |
| 0.0022468091475870487, | |
| 0.0021643175319122545, | |
| 0.0021452380200640622, | |
| 0.002115594930684683, | |
| 0.0021052356065042917, | |
| 0.0021027335688171564, | |
| 0.002080031173404988, | |
| 0.002046913997300708, | |
| 0.0019555174339088333, | |
| 0.001906156657094203, | |
| 0.0017281797511260748, | |
| 0.0016671095164238114, | |
| 0.001581669948039133, | |
| 0.0015630372675906504, | |
| 0.0015432869678230466, | |
| 0.001538733547540375, | |
| 0.0014203561818859844, | |
| 0.0014144020524088554, | |
| 0.001321678572880849, | |
| 0.0012975926627116937, | |
| 0.0012737873659317632, | |
| 0.001236118015029093, | |
| 0.001214269213604511, | |
| 0.0012107507575410546, | |
| 0.0011562733548147951, | |
| 0.0010530016304193266, | |
| 0.00105262345835719, | |
| 0.0010511694377756588, | |
| 0.0010499242668031547, | |
| 0.001005546901946559, | |
| 0.0009767983142149818, | |
| 0.0009732485961158004, | |
| 0.0009663302899379598, | |
| 0.0009474568612688929, | |
| 0.0009042434709169246, | |
| 0.0009027798363909179, | |
| 0.0008957354833131435, | |
| 0.0008944087296677346, | |
| 0.0008740701866701584, | |
| 0.000856173160603954, | |
| 0.0008449465009776566, | |
| 0.0007852646796882352, | |
| 0.0006973180832140478, | |
| 0.0006732448895703373, | |
| 0.0005947933051274225, | |
| 0.0004993691173311241, | |
| 0.0004965237967815151, | |
| 0.00044798056641306045, | |
| 0.0003872348411081057, | |
| 0.0003402165215179491, | |
| 0.0003260302416488465, | |
| 0.00028920923992639024, | |
| 0.0002591362522285901, | |
| 0.0002295121202467034, | |
| 0.0002285868760424393, | |
| 0.00015879221171240495, | |
| 0.00010674907993040996, | |
| 0.00010083834487918042, | |
| 8.155487676920276e-05, | |
| 3.698676695955687e-05, | |
| 3.3645238520002605e-05, | |
| 2.9770591278338755e-05 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 97.85714285714286, | |
| "precision": 99.72602739726027, | |
| "recall": 97.89591134636639, | |
| "f1": 98.79851971712057 | |
| }, | |
| "selection": { | |
| "precision": 2.7737250801479885, | |
| "recall": 1.3888888888888886, | |
| "f1": 1.848963346873817, | |
| "jaccard": 0.9355329722180391 | |
| } | |
| } | |
| } |