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{
"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": [
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0.023923721251190765,
0.022773409822221376,
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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,
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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,
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-0.005622428855102849,
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0.004108562272190487,
-0.0041020776432594335,
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0.0021027335688171564,
-0.002080031173404988,
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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,
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-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,
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0.011024483388031888,
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0.009671213643739776,
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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,
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0.0038513801153425386,
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]
},
"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
}
}
} |