{ | |
"significant_genes": { | |
"Variable": [ | |
"ANKRD20A11P", | |
"LTA4H", | |
"CCDC170", | |
"PARD3B", | |
"ENC1", | |
"HLA-L", | |
"NEIL1", | |
"MIR9-1", | |
"NDC1", | |
"LCT", | |
"MFSD3", | |
"FAM24A", | |
"STXBP1", | |
"HTN1", | |
"IFT122", | |
"ITSN1", | |
"PGM5P2", | |
"CADPS", | |
"ELAPOR1", | |
"NUDC", | |
"OR1N1", | |
"KAT2B", | |
"AKAP12", | |
"TMEM255B", | |
"TTLL7", | |
"FAM167A-AS1", | |
"HLA-DQB1", | |
"IFNE", | |
"DCPS", | |
"BLVRA", | |
"RGS17", | |
"IL13", | |
"MYH1", | |
"APBB2", | |
"VWA5B2", | |
"MDS2", | |
"MARCHF8", | |
"OR10A7", | |
"GSDME", | |
"CPT1A", | |
"CYP27A1", | |
"NAPSB", | |
"TXNDC11", | |
"UQCC3", | |
"ATOH8", | |
"TNKS1BP1", | |
"SLC25A34", | |
"ELL3", | |
"COL4A6", | |
"POC1A", | |
"SPHK1", | |
"MMP12", | |
"JAKMIP3", | |
"IL3RA", | |
"CCNI", | |
"SCG3", | |
"RDH5", | |
"CFAP53", | |
"ITGB8", | |
"LRRC43", | |
"DERL3", | |
"PTP4A3", | |
"HLA-DPB2", | |
"CYP26B1", | |
"LINC02912", | |
"LRIG3", | |
"MST1", | |
"HTN3", | |
"RRH", | |
"LINC00272", | |
"AFAP1L2", | |
"ICA1L", | |
"CPA3", | |
"DRICH1", | |
"TBX6", | |
"C1orf174", | |
"MCAM", | |
"MROH8", | |
"CCDC146", | |
"TXNDC8", | |
"KIAA1656", | |
"MRPL38", | |
"TPO", | |
"C14orf93", | |
"HTR3B", | |
"MTNR1B", | |
"EHHADH", | |
"F7", | |
"EBI3", | |
"DEFB119", | |
"PIDD1", | |
"TRPM4", | |
"PTGDS", | |
"OSGIN1", | |
"DVL2", | |
"HMGN2P46", | |
"TTC41P", | |
"CROCC", | |
"SMAD9", | |
"LRRC23", | |
"NOVA1", | |
"LGI4", | |
"RAB11FIP3", | |
"ECRG4", | |
"DOCK3", | |
"CDS1", | |
"MEDAG", | |
"EWSAT1", | |
"RNF17", | |
"THOC3", | |
"NEFL", | |
"C9orf40", | |
"NBPF22P", | |
"CD93", | |
"ZNF620", | |
"SCARNA8", | |
"TCEAL1", | |
"COA1", | |
"CLLU1", | |
"TGFB2", | |
"PALLD", | |
"MOAP1", | |
"MFSD4A", | |
"APIP", | |
"FKBPL", | |
"NT5M", | |
"CAMKV", | |
"KTN1-AS1", | |
"HPCAL4", | |
"ZNF530", | |
"G0S2" | |
], | |
"Coefficient": [ | |
-0.0666540277367779, | |
0.06476313813172128, | |
0.0589396896904883, | |
0.05418259719030768, | |
-0.05094088538131378, | |
0.04756907741158488, | |
0.04743255288863947, | |
0.04649048901662978, | |
0.04411297441698001, | |
0.043447852115791497, | |
-0.04341996817016055, | |
0.04301810149318499, | |
0.04113533516437828, | |
0.037573188628499885, | |
0.03641437941187949, | |
-0.03536142808861907, | |
-0.035020479545443996, | |
-0.03414500579669874, | |
0.033469913863439366, | |
0.032947630236906764, | |
0.03264210735426557, | |
0.03149733007732488, | |
-0.03095300105388369, | |
-0.03073599298259777, | |
-0.03004488766315692, | |
0.029473990696018297, | |
0.02801034357665391, | |
0.027267438028730502, | |
-0.025609873237501222, | |
-0.02546846309984584, | |
0.024863164807718365, | |
0.024440622456017268, | |
-0.022772929118455444, | |
0.02240743493278209, | |
-0.021825511057827904, | |
0.021803819799013916, | |
0.021554844591094375, | |
0.021452864330784666, | |
0.021048458999201224, | |
0.020787784987725266, | |
0.020039761937075025, | |
-0.020011357459556674, | |
-0.01996385033561687, | |
-0.019282676178765588, | |
0.018057582719881473, | |
-0.017960006446092046, | |
0.01693523045415746, | |
0.016509110845222604, | |
0.015969435521910404, | |
0.0151679288209493, | |
0.015013959270637227, | |
0.014991489903269518, | |
0.01490670872474184, | |
-0.014749675851989927, | |
0.014626248730222894, | |
-0.01446995029921007, | |
0.014082863575078423, | |
-0.013731924727231512, | |
-0.01366058026540245, | |
0.012794772745599552, | |
-0.01262589118562738, | |
-0.012612772460774137, | |
0.012475579492787051, | |
-0.012347441419859575, | |
0.011975871777599881, | |
0.011819456875264542, | |
0.01162534200140754, | |
-0.011038558526264043, | |
-0.01098497311743725, | |
0.010915755804296315, | |
-0.010781873990949339, | |
-0.010609987403809449, | |
-0.010435566371127136, | |
0.010298527133429885, | |
0.009984502891766691, | |
0.00970693911103284, | |
-0.009593906337739594, | |
-0.009233181559073284, | |
-0.009104317533287302, | |
-0.008777472995126866, | |
0.008685411126235032, | |
0.008647387030041333, | |
0.008589507257689005, | |
-0.008483439105649734, | |
-0.008436584565508087, | |
-0.008369841191210852, | |
0.008167316368161762, | |
0.008005850401519146, | |
-0.007946429659624586, | |
0.007815784403003631, | |
0.007717770683762841, | |
0.00747890926122272, | |
-0.007129726575702796, | |
-0.007004419126044285, | |
-0.006816067025449962, | |
0.006758396309543984, | |
-0.006566769471945751, | |
0.006539575828039283, | |
-0.0065112744673273765, | |
-0.0061603220802911975, | |
0.0059857266343012056, | |
-0.005926908844649042, | |
0.005815352097897843, | |
-0.00579425520883223, | |
0.00565668020715644, | |
0.005182470751821468, | |
-0.004916886192376886, | |
-0.00484397100407524, | |
-0.00458429783058204, | |
0.004003657408402405, | |
0.0034389262929875376, | |
0.0032596271716657348, | |
-0.0028798128093795172, | |
0.00285039186206353, | |
-0.002697230442512801, | |
-0.0026766300722810836, | |
-0.0021811608016243786, | |
0.0017709098693105122, | |
-0.0017368583826901914, | |
-0.0017312703360288643, | |
-0.0011769166500197091, | |
0.00116616196755276, | |
0.0011192289292768888, | |
0.0011022144101248711, | |
0.0008203400688539166, | |
0.0006315231506559283, | |
0.0005907283012995577, | |
-0.0004946525416872662, | |
0.00015122111025165085, | |
1.9490377705786777e-05, | |
-1.743929017034409e-05 | |
], | |
"Absolute Coefficient": [ | |
0.0666540277367779, | |
0.06476313813172128, | |
0.0589396896904883, | |
0.05418259719030768, | |
0.05094088538131378, | |
0.04756907741158488, | |
0.04743255288863947, | |
0.04649048901662978, | |
0.04411297441698001, | |
0.043447852115791497, | |
0.04341996817016055, | |
0.04301810149318499, | |
0.04113533516437828, | |
0.037573188628499885, | |
0.03641437941187949, | |
0.03536142808861907, | |
0.035020479545443996, | |
0.03414500579669874, | |
0.033469913863439366, | |
0.032947630236906764, | |
0.03264210735426557, | |
0.03149733007732488, | |
0.03095300105388369, | |
0.03073599298259777, | |
0.03004488766315692, | |
0.029473990696018297, | |
0.02801034357665391, | |
0.027267438028730502, | |
0.025609873237501222, | |
0.02546846309984584, | |
0.024863164807718365, | |
0.024440622456017268, | |
0.022772929118455444, | |
0.02240743493278209, | |
0.021825511057827904, | |
0.021803819799013916, | |
0.021554844591094375, | |
0.021452864330784666, | |
0.021048458999201224, | |
0.020787784987725266, | |
0.020039761937075025, | |
0.020011357459556674, | |
0.01996385033561687, | |
0.019282676178765588, | |
0.018057582719881473, | |
0.017960006446092046, | |
0.01693523045415746, | |
0.016509110845222604, | |
0.015969435521910404, | |
0.0151679288209493, | |
0.015013959270637227, | |
0.014991489903269518, | |
0.01490670872474184, | |
0.014749675851989927, | |
0.014626248730222894, | |
0.01446995029921007, | |
0.014082863575078423, | |
0.013731924727231512, | |
0.01366058026540245, | |
0.012794772745599552, | |
0.01262589118562738, | |
0.012612772460774137, | |
0.012475579492787051, | |
0.012347441419859575, | |
0.011975871777599881, | |
0.011819456875264542, | |
0.01162534200140754, | |
0.011038558526264043, | |
0.01098497311743725, | |
0.010915755804296315, | |
0.010781873990949339, | |
0.010609987403809449, | |
0.010435566371127136, | |
0.010298527133429885, | |
0.009984502891766691, | |
0.00970693911103284, | |
0.009593906337739594, | |
0.009233181559073284, | |
0.009104317533287302, | |
0.008777472995126866, | |
0.008685411126235032, | |
0.008647387030041333, | |
0.008589507257689005, | |
0.008483439105649734, | |
0.008436584565508087, | |
0.008369841191210852, | |
0.008167316368161762, | |
0.008005850401519146, | |
0.007946429659624586, | |
0.007815784403003631, | |
0.007717770683762841, | |
0.00747890926122272, | |
0.007129726575702796, | |
0.007004419126044285, | |
0.006816067025449962, | |
0.006758396309543984, | |
0.006566769471945751, | |
0.006539575828039283, | |
0.0065112744673273765, | |
0.0061603220802911975, | |
0.0059857266343012056, | |
0.005926908844649042, | |
0.005815352097897843, | |
0.00579425520883223, | |
0.00565668020715644, | |
0.005182470751821468, | |
0.004916886192376886, | |
0.00484397100407524, | |
0.00458429783058204, | |
0.004003657408402405, | |
0.0034389262929875376, | |
0.0032596271716657348, | |
0.0028798128093795172, | |
0.00285039186206353, | |
0.002697230442512801, | |
0.0026766300722810836, | |
0.0021811608016243786, | |
0.0017709098693105122, | |
0.0017368583826901914, | |
0.0017312703360288643, | |
0.0011769166500197091, | |
0.00116616196755276, | |
0.0011192289292768888, | |
0.0011022144101248711, | |
0.0008203400688539166, | |
0.0006315231506559283, | |
0.0005907283012995577, | |
0.0004946525416872662, | |
0.00015122111025165085, | |
1.9490377705786777e-05, | |
1.743929017034409e-05 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 68.57142857142857, | |
"precision": 66.24009324009323, | |
"recall": 64.87012987012986, | |
"f1": 65.37660959729925 | |
}, | |
"selection": { | |
"precision": 0.18691588785046725, | |
"recall": 0.5128205128205128, | |
"f1": 0.273972602739726, | |
"jaccard": 0.13793103448275862 | |
} | |
} | |
} |