{ | |
"significant_genes": { | |
"Variable": [ | |
"ATG5", | |
"BATF3", | |
"BCL2L11", | |
"C1R", | |
"CXCR3", | |
"BTK", | |
"C4BPA", | |
"BCAP31", | |
"CD40LG", | |
"DEFB4A", | |
"B3GAT1", | |
"APP", | |
"C1QB", | |
"BCL2", | |
"ADGRE2", | |
"CCL15", | |
"HLA-DQA1", | |
"MAPK14", | |
"CD59", | |
"LILRB5", | |
"CCL8", | |
"C3", | |
"EBI3", | |
"CCL3", | |
"IRAK2", | |
"TP53", | |
"IL1R1", | |
"CD9", | |
"CD86", | |
"CXCR2", | |
"TLR3", | |
"CR2", | |
"LTB4R", | |
"CCND3", | |
"DEFB103B", | |
"HRAS", | |
"FADD", | |
"EGR2", | |
"DEFB103A", | |
"CD14", | |
"CD53", | |
"FYN", | |
"FKBP5", | |
"PTGS2", | |
"CFI", | |
"ACKR4", | |
"BATF", | |
"PSMB5", | |
"IKZF1", | |
"BST2", | |
"MBP", | |
"CARD9", | |
"CCL22", | |
"IL4R", | |
"POLR1G", | |
"CIITA", | |
"BCL3", | |
"PTAFR", | |
"CCL20", | |
"SLC2A1", | |
"ATG12", | |
"NFATC2", | |
"IL7", | |
"S1PR1", | |
"CCL5", | |
"NT5E", | |
"HFE", | |
"CRADD", | |
"FCAR", | |
"CCR8", | |
"CD46", | |
"CTNNB1", | |
"IRF7", | |
"LTB4R2", | |
"MAPKAPK2", | |
"FOXP3", | |
"IGF2R", | |
"CCL13", | |
"TNFSF11", | |
"KLRC3", | |
"RAG2", | |
"FAS", | |
"IL17A", | |
"MUC1", | |
"HLA-DRB3", | |
"EGR1", | |
"CD160", | |
"IRGM", | |
"PDCD1", | |
"LCP2", | |
"ATG16L1", | |
"CFH", | |
"CD79B", | |
"IL6", | |
"MALT1", | |
"CD80", | |
"DEFB1", | |
"NLRP3", | |
"IL22", | |
"AIRE", | |
"NOTCH2", | |
"KLRA1P", | |
"SPP1", | |
"IL4", | |
"TIRAP", | |
"FN1", | |
"ABL1", | |
"IL3", | |
"MX1", | |
"IRAK1", | |
"IL10", | |
"SELE", | |
"IFI16", | |
"NOD2", | |
"CFB", | |
"GP1BB", | |
"IL32", | |
"CFD", | |
"ITGA5", | |
"LIF", | |
"IL21R", | |
"CD4", | |
"CXCL11", | |
"IL1RAP", | |
"CUL9", | |
"PSMC2", | |
"PDCD2", | |
"MAP4K4", | |
"ARHGDIB", | |
"CCL16", | |
"CD7", | |
"ITGA4", | |
"FCGR2B", | |
"CD36", | |
"ZBTB16", | |
"CLU", | |
"SELPLG", | |
"CD1D", | |
"IL1B", | |
"CD55", | |
"BAX", | |
"SLAMF6", | |
"FCER1A", | |
"AICDA", | |
"IL21", | |
"MSR1", | |
"RAG1", | |
"TLR4", | |
"BST1", | |
"KCNJ2", | |
"IRF3", | |
"IL16", | |
"CCR1", | |
"BCL10", | |
"CLEC6A", | |
"IRF5", | |
"PLAU", | |
"GZMK", | |
"CCL2", | |
"CXCL1", | |
"ITGB1", | |
"TNFSF8", | |
"TCF7", | |
"CD40", | |
"CCRL2", | |
"IL13RA1", | |
"EDNRB", | |
"BLNK", | |
"CCR2", | |
"PDCD1LG2", | |
"IL7R", | |
"CD70", | |
"ITGA2B", | |
"CD96", | |
"TNFSF13B", | |
"MAPK11", | |
"TNFSF15", | |
"CLEC5A", | |
"KLRG2", | |
"CD19", | |
"TRAF4", | |
"ITGAL", | |
"PAX5", | |
"UBE2L3", | |
"IL1RN", | |
"TOLLIP", | |
"STAT4", | |
"CXCL8", | |
"CD276", | |
"TNFRSF17", | |
"POU2F2", | |
"ATG10", | |
"IRAK4", | |
"TGFBI", | |
"IL27", | |
"BTLA", | |
"C1QBP", | |
"IL26", | |
"TAPBP", | |
"PLA2G2E", | |
"ITLN2", | |
"TLR1", | |
"TAGAP", | |
"HLA-DMB", | |
"CD1A", | |
"CCL19", | |
"CD8B", | |
"IL2RA", | |
"PML", | |
"TNFRSF10C", | |
"CDKN1A", | |
"ADA", | |
"PRKCD", | |
"HAVCR2", | |
"IL12B", | |
"PSMB7", | |
"IFI35", | |
"TCF4", | |
"KLRG1", | |
"C5", | |
"TRAF1", | |
"MS4A1", | |
"ENTPD1", | |
"CCL23", | |
"CR1", | |
"B2M", | |
"CD8A", | |
"TNFSF12", | |
"IFNA2", | |
"XCL1", | |
"CSF2", | |
"CSF2RB", | |
"TLR2", | |
"ATG7", | |
"MME", | |
"CXCL2", | |
"CXCR6", | |
"MIF", | |
"TLR9", | |
"CCR6", | |
"PTPN2", | |
"CCL4", | |
"CCR10", | |
"CLEC4E", | |
"MYD88", | |
"ITGAM", | |
"C1QA", | |
"CD274", | |
"CD34", | |
"RELB", | |
"HLA-C", | |
"IFNL1", | |
"LCK", | |
"VCAM1", | |
"IL15", | |
"IKBKE", | |
"CASP3", | |
"CASP8", | |
"CASP10", | |
"IL6R", | |
"IRF4", | |
"FCGRT", | |
"CD74", | |
"CCL18", | |
"C6", | |
"SLAMF1", | |
"IL6ST", | |
"CTSC", | |
"CD58", | |
"SMAD5", | |
"PDGFB", | |
"LILRB2", | |
"NFKBIZ", | |
"CCL11", | |
"IKBKB", | |
"PTGER4", | |
"KLRB1", | |
"HLA-DPA1", | |
"TNFRSF11A", | |
"CXCL12", | |
"CX3CR1", | |
"CEACAM6", | |
"CD48", | |
"IFNAR1", | |
"ARG1", | |
"GATA3", | |
"SYK", | |
"NCAM1", | |
"IL5", | |
"IFNL2", | |
"IL2RG", | |
"IL10RA", | |
"CD81", | |
"CD83", | |
"ICAM3", | |
"IFIH1", | |
"XCR1", | |
"STAT3", | |
"HLA-DMA", | |
"TGFBR1", | |
"MRC1", | |
"STAT5A", | |
"TLR5", | |
"PSMD7", | |
"CD99", | |
"NCF4", | |
"FCGR2A", | |
"STAT1", | |
"KLRC1", | |
"CD164", | |
"GBP5", | |
"IL17F", | |
"CD6", | |
"SOCS3", | |
"PDGFRB", | |
"LITAF", | |
"ITGB2", | |
"KIR3DL1", | |
"NOTCH1", | |
"NFATC1", | |
"RTRAF", | |
"IL20", | |
"IFNGR1", | |
"LAIR1", | |
"CCL26", | |
"IL23R", | |
"CD79A", | |
"TNFRSF1B", | |
"CSF1", | |
"CD163", | |
"HLA-A", | |
"THY1", | |
"NFKB2", | |
"CASP2", | |
"ICAM1", | |
"TRAF6", | |
"ITGAE", | |
"IL1A", | |
"PRDM1", | |
"HLA-DOB", | |
"TBK1", | |
"PLAUR", | |
"LAG3", | |
"CEBPB", | |
"CD28", | |
"TNFSF4", | |
"TGFBR2", | |
"DPP4", | |
"TNF", | |
"BCL6", | |
"IL18", | |
"JAK3", | |
"MASP1", | |
"S100A8", | |
"HAMP", | |
"IL12A", | |
"LTA", | |
"C1S", | |
"LILRA1", | |
"IRAK3", | |
"CD3D", | |
"CD82", | |
"ELP1", | |
"CSF3R", | |
"HLA-DPB1", | |
"GFI1", | |
"CD2", | |
"KIR3DL3", | |
"NOS2", | |
"LILRA6", | |
"IFNB1", | |
"CD27", | |
"TLR8", | |
"IL11RA", | |
"LAMP3", | |
"MAF", | |
"IL2RB", | |
"ITGA6", | |
"LILRB1", | |
"C9", | |
"IL12RB1", | |
"IRF8", | |
"STAT6", | |
"CD5", | |
"SERPING1", | |
"PTK2", | |
"CXCL13", | |
"CEACAM1", | |
"IL9", | |
"TFRC", | |
"ICOSLG", | |
"CXCR1", | |
"IKZF3", | |
"DUSP4", | |
"GPI", | |
"C7", | |
"CTSG", | |
"LY96", | |
"ARG2", | |
"CCR5", | |
"AHR", | |
"NOD1", | |
"LILRA5", | |
"CMKLR1", | |
"CD244", | |
"PLAAT4", | |
"MBL2", | |
"XBP1", | |
"KLRF1", | |
"TYK2", | |
"IRF1", | |
"C8A", | |
"PSMB9", | |
"SOCS1", | |
"TIGIT", | |
"IL19", | |
"PRF1", | |
"ICOS", | |
"MAPK1", | |
"IL1RL2", | |
"ABCB1", | |
"FCER1G", | |
"CYBB", | |
"SLAMF7", | |
"IFIT2", | |
"MASP2", | |
"GZMB", | |
"CD24", | |
"TNFRSF13B", | |
"TRAF3", | |
"IL18RAP", | |
"TICAM1", | |
"TAP2", | |
"TNFRSF9", | |
"KLRK1", | |
"JAK1", | |
"CD44", | |
"CDH5", | |
"IL13", | |
"TNFRSF14", | |
"CSF1R", | |
"LTBR", | |
"LTF", | |
"IDO1", | |
"ZEB1", | |
"NFIL3", | |
"ICAM4", | |
"LILRA4", | |
"CEACAM8", | |
"PTPN6", | |
"CD247", | |
"IL1RL1", | |
"RUNX1", | |
"IL18R1", | |
"KLRD1", | |
"CLEC7A", | |
"RORC", | |
"KIT", | |
"LILRA2", | |
"LGALS3", | |
"RAF1", | |
"IKZF2", | |
"MR1", | |
"C2", | |
"ILF3", | |
"CISH", | |
"CD209", | |
"TRAF2", | |
"TNFAIP3", | |
"MAP4K1", | |
"PPBP", | |
"LEF1", | |
"HLA-DQB1", | |
"TNFSF10", | |
"CTSS", | |
"KLRC2", | |
"KLRF2", | |
"CFP", | |
"MARCO", | |
"IKBKG", | |
"PYCARD", | |
"LILRB3", | |
"SRC", | |
"SIGIRR", | |
"RELA", | |
"TLR7", | |
"PLA2G2A", | |
"TAP1", | |
"CX3CL1", | |
"LILRB4", | |
"TNFRSF8", | |
"SKI", | |
"CXCL9", | |
"IFNG", | |
"IL17B", | |
"TNFRSF4", | |
"VTN", | |
"PECAM1", | |
"PPARG", | |
"CD22", | |
"CXCR4", | |
"GPR183", | |
"IL23A", | |
"CCL24", | |
"NFKB1", | |
"TNFAIP6", | |
"HLA-DRA", | |
"TAL1", | |
"NFKBIA", | |
"EOMES", | |
"HLA-B", | |
"CXCL10", | |
"GBP1", | |
"MAP4K2", | |
"HLA-DRB1", | |
"NCR1", | |
"STAT5B", | |
"LILRA3", | |
"IFNAR2", | |
"PIGR", | |
"IL22RA2", | |
"CCL7", | |
"IFITM1", | |
"ITLN1", | |
"C8B", | |
"CD3E", | |
"ZAP70", | |
"TBX21", | |
"NFATC3", | |
"STAT2", | |
"CLEC4A", | |
"S100A9", | |
"CHUK", | |
"SELL", | |
"TRAF5", | |
"TGFB1", | |
"GNLY", | |
"PSMB8", | |
"PTPN22", | |
"ICAM2", | |
"STING1", | |
"ITGAX", | |
"ATM", | |
"CASP1", | |
"KLRC4", | |
"ETS1", | |
"ICAM5", | |
"IL2", | |
"IL1R2", | |
"JAK2", | |
"TNFRSF13C", | |
"CAMP", | |
"KIR3DL2", | |
"C8G", | |
"SH2D1A", | |
"SMAD3", | |
"PSMB10", | |
"GZMA", | |
"BID", | |
"CCR7", | |
"MCL1" | |
], | |
"Coefficient": [ | |
0.12010983412961693, | |
-0.08230522514940028, | |
0.0809850249882292, | |
0.07551687706904034, | |
0.0751329562427045, | |
-0.07384517693696166, | |
-0.07284814709635218, | |
0.07185944017201776, | |
0.07096467740891853, | |
-0.0703043806612227, | |
0.06997452329424785, | |
0.06861185940432425, | |
0.06727431646852043, | |
0.06675130605690126, | |
-0.0662397887206338, | |
0.06602988494195773, | |
0.063621521967359, | |
-0.061482928074305755, | |
-0.06024118729361058, | |
-0.06023038343813967, | |
-0.06004635286560713, | |
0.0589500098573293, | |
0.058710531969817535, | |
-0.05870264029512842, | |
-0.058683696142905015, | |
-0.057289209608320804, | |
0.056538300030707846, | |
-0.056120130198834293, | |
-0.0554765790518687, | |
0.05456244945792532, | |
0.05422683326468514, | |
0.05412379716901149, | |
0.054122853092011654, | |
0.0531856644102409, | |
0.051442942096445295, | |
0.049673445563373136, | |
-0.049660934012046125, | |
-0.04930558996662544, | |
0.04910427138452318, | |
0.04890985984478805, | |
0.048834226425245965, | |
0.04813493815381912, | |
-0.0478016153855334, | |
0.04777261063692748, | |
0.047533275301887175, | |
0.04656275480893187, | |
0.04615384170755395, | |
0.04559205818147757, | |
-0.04522591010255776, | |
0.04479612941152424, | |
-0.04479224796303098, | |
-0.044265901896087465, | |
0.04421077609713332, | |
0.043503847844878554, | |
0.04350350853738585, | |
0.042605218519779546, | |
-0.042454604519278585, | |
0.04212207172483562, | |
-0.04190544065529846, | |
0.04125502099849283, | |
0.04119786611983019, | |
-0.04117233638151156, | |
-0.040829548279684304, | |
-0.04070310962568545, | |
0.04013833587270663, | |
0.04010317882052971, | |
-0.03999671316516254, | |
-0.03995349123192214, | |
-0.039599624134334065, | |
0.03923122835892887, | |
-0.039101378816982446, | |
-0.038795279060418374, | |
0.03846347104829722, | |
0.038407968138471554, | |
0.03832346899115994, | |
-0.03827776579046292, | |
-0.038167493940463745, | |
-0.03750254361861628, | |
-0.03738437798634655, | |
0.03723390396410669, | |
-0.03716590381445131, | |
0.037087654785455774, | |
-0.03708528565248964, | |
-0.03589741785185645, | |
-0.035777284370230776, | |
0.03575705183513473, | |
0.03500332907482904, | |
0.034841443812404685, | |
0.03439612123085585, | |
-0.03432269498817475, | |
-0.03420335140364615, | |
0.03400630916438013, | |
-0.03356247784297612, | |
0.03329167450196704, | |
-0.03325445662627317, | |
-0.033208218833332734, | |
-0.03316642006875083, | |
-0.03294769070263014, | |
0.03287969764903851, | |
-0.032843763900944775, | |
0.03276367976061974, | |
0.03251173577149319, | |
0.032271055407205575, | |
0.03201938570435819, | |
-0.0315458451663511, | |
0.03142758229149974, | |
-0.03133362343045387, | |
-0.031312084500554206, | |
0.031297996250873886, | |
0.031081838255602574, | |
-0.031042352600618793, | |
-0.03100554274460307, | |
0.030903710244346412, | |
-0.030824464807856326, | |
-0.030818845087254975, | |
-0.03070077680243377, | |
0.03066196762636635, | |
0.030650192557914267, | |
0.03064354499152373, | |
0.03054797590544755, | |
0.030510395178357845, | |
-0.030358550203094, | |
-0.030058747900533336, | |
-0.02983515524888632, | |
0.029818252961236223, | |
-0.029808400374422627, | |
-0.029601629052178547, | |
0.02949911722710075, | |
0.02940878737268203, | |
-0.029280868089820947, | |
-0.02909020392417769, | |
-0.028895228737015985, | |
-0.02885319736065615, | |
-0.028842934323274002, | |
-0.028741734117735916, | |
-0.02869639457438609, | |
0.028486511452357376, | |
0.028376141654135618, | |
-0.028325671712560705, | |
0.028022289170037296, | |
0.027855925390726184, | |
0.027564994409461044, | |
-0.02752664599471113, | |
-0.02751490843853885, | |
-0.027452573560238832, | |
-0.027155437826754062, | |
0.027103606366051358, | |
-0.02708624452149003, | |
0.026929792352275016, | |
-0.026884970181173327, | |
0.02665365914209397, | |
0.026602850613462386, | |
0.02632077288652532, | |
-0.02631887863929609, | |
-0.026290096919485483, | |
-0.025961740791013783, | |
-0.02594122890502934, | |
-0.02590200242531486, | |
0.02585640164772565, | |
0.025767829408896742, | |
0.025756184117608237, | |
0.025754241518496413, | |
0.025598391046658744, | |
-0.025533373842081333, | |
0.02548697365741341, | |
0.02545789395101945, | |
0.02534157357335606, | |
0.025218031020932525, | |
-0.0252025999809671, | |
0.025058759037878686, | |
-0.025028606345514164, | |
0.025019362745706184, | |
0.024961674687842612, | |
-0.024665097904084048, | |
-0.024515783453731076, | |
0.024369350800169883, | |
0.02429598967979037, | |
-0.02414751562343894, | |
0.024019868707527186, | |
0.0234690202933842, | |
-0.02331760949493517, | |
0.023313841775051854, | |
-0.02316025777963263, | |
-0.02313075944691409, | |
0.023091245864066873, | |
0.023089479611606, | |
-0.023048854911107097, | |
0.022977195289509464, | |
-0.02295141329509623, | |
0.022924295941823294, | |
-0.022844965073354536, | |
0.022693681712134057, | |
-0.022689212719291824, | |
0.022638182173543395, | |
-0.022440733813940763, | |
-0.022432319856278353, | |
0.022399913232862542, | |
-0.022332126438195373, | |
0.022314786896195465, | |
0.02202018277032127, | |
-0.02201222049135309, | |
-0.021826679492489426, | |
-0.021792287699864882, | |
0.021782905403817186, | |
-0.02176644532282149, | |
0.021602502900939544, | |
0.02159725525367063, | |
-0.021579137332575302, | |
0.021528755805128946, | |
-0.02151327220117771, | |
-0.021510981297003972, | |
0.02136214601395016, | |
-0.02135575080396039, | |
-0.02132260826935661, | |
0.02132118014034626, | |
0.021156530381246, | |
0.020975372414141623, | |
-0.020958641320292046, | |
-0.020929047944369596, | |
-0.02084230111204167, | |
-0.02064081532838058, | |
-0.02051001194162879, | |
-0.020494936706311043, | |
-0.020275933520557142, | |
0.020273097642594242, | |
-0.020222435923132224, | |
-0.02015860918924904, | |
0.020136550956022372, | |
-0.020071729216935397, | |
0.019999102242716917, | |
0.019840755012317614, | |
0.019610749641417884, | |
0.01956686117448692, | |
0.019436590142572156, | |
-0.019433665301787275, | |
-0.01936759964942822, | |
-0.019279800707973707, | |
0.019177118425587444, | |
0.019160937180098772, | |
-0.019092175024044013, | |
0.019008166021866505, | |
-0.01898599759644168, | |
-0.01896550262593282, | |
0.018795439146515876, | |
0.01876609396782375, | |
-0.018746378036515948, | |
-0.01870996466303349, | |
-0.0186745520516034, | |
0.01862082730376019, | |
0.018480425456213135, | |
-0.018342625622592652, | |
0.01826013161004557, | |
0.01815023226963712, | |
0.018009655886214143, | |
-0.017949043929152454, | |
-0.01787936249588435, | |
-0.017847560827783895, | |
0.0177435873256439, | |
-0.017716414047618412, | |
0.017689772669327728, | |
0.017642199935391317, | |
0.01759800341712737, | |
0.017553845941555703, | |
-0.017482377589283195, | |
0.017454275648231068, | |
0.017355002430422276, | |
-0.017298036749013073, | |
0.017153188371400056, | |
-0.017107159031137516, | |
-0.017070045390395205, | |
0.0168771445265248, | |
0.0168635752449398, | |
0.016823323360690125, | |
-0.016796588728839407, | |
-0.01671586807332686, | |
0.01671377824427773, | |
-0.0166311519990213, | |
-0.016604209630460293, | |
-0.016591420125195912, | |
0.016546797019165425, | |
-0.01649265158320864, | |
0.01641953506953211, | |
-0.0163844840604145, | |
-0.016379776822973813, | |
-0.016369576742033987, | |
0.016356290694421023, | |
0.016353284329663605, | |
-0.016274193441192394, | |
-0.016171332090084742, | |
-0.01615196042780421, | |
0.01604121914681399, | |
0.016040368482212047, | |
-0.016006991145836008, | |
-0.01597750230467944, | |
-0.015882817703868037, | |
-0.01577623168606312, | |
-0.01570674314968939, | |
-0.015696807831936894, | |
-0.015678892556996532, | |
-0.015661081556552364, | |
-0.015625498068503742, | |
0.015587265232346059, | |
0.015566820013690773, | |
-0.015241610094185539, | |
0.015238247221033572, | |
0.01518533609200872, | |
0.015105640800817008, | |
0.015064298813607433, | |
-0.014998889691394839, | |
-0.014935535475771226, | |
-0.014896980010651087, | |
0.014874047077828696, | |
0.014843599283433904, | |
-0.014727425103860629, | |
0.014669958980928988, | |
0.014655727059622106, | |
0.01459773294603769, | |
-0.014374040090966836, | |
-0.014334764297591193, | |
0.014115577031844434, | |
0.014005606802574759, | |
0.013958170568018593, | |
0.013950486372488406, | |
0.013781312155618623, | |
0.013774365830858074, | |
0.013749282088267829, | |
0.013734330705717954, | |
0.01363531845214736, | |
-0.013602928646671874, | |
0.013581894674553658, | |
-0.013547982526093672, | |
-0.013419566572388504, | |
-0.013351743253084643, | |
0.013201125052713815, | |
0.013147163431969476, | |
-0.01304370290819758, | |
0.013033490111718185, | |
0.012995127339739319, | |
-0.012958829545806952, | |
-0.01295280517299794, | |
0.012936961793506703, | |
-0.012923048687561459, | |
0.012708274546802912, | |
0.012672536162624037, | |
-0.01262980351285695, | |
0.012273781484301317, | |
0.012260504825219079, | |
0.01224336899537295, | |
0.012120010192802089, | |
0.012052622064033144, | |
0.012017028365229778, | |
-0.011991999872913835, | |
0.011930044764851416, | |
-0.011680641776328536, | |
0.011649082969386456, | |
-0.011580125355932806, | |
0.011576865750266218, | |
0.01154771366670229, | |
0.011502722190231796, | |
-0.011493055196437313, | |
-0.011480027233008252, | |
0.01138908837017165, | |
0.011297220261548972, | |
-0.011285099539004598, | |
0.011272409711463854, | |
-0.011243034320893203, | |
-0.011180084930766273, | |
0.010975782424180654, | |
-0.01096950488695954, | |
-0.010907724948078344, | |
-0.010896510950969131, | |
0.010890447700232581, | |
0.010724683215362768, | |
0.010715097653020166, | |
-0.010596625253851449, | |
0.010577723381216056, | |
0.010557148020081047, | |
-0.010521480010729247, | |
-0.01050096743504396, | |
-0.010489162022751002, | |
0.010455047471019177, | |
0.010350964891010271, | |
-0.010338210387154453, | |
-0.010312804479177814, | |
-0.010182886586147941, | |
-0.009977365013845997, | |
-0.00997483940526884, | |
-0.00987529804720343, | |
0.009833592162665671, | |
0.009794454093718874, | |
0.00977963245151601, | |
0.009492162190462304, | |
0.009368194438359467, | |
0.009253148615119526, | |
-0.00919602690957108, | |
-0.00910056609712249, | |
0.008906907148823882, | |
-0.008849049035620605, | |
-0.008788161500325983, | |
0.008775998388760272, | |
-0.008614119162869097, | |
0.008576594428890623, | |
0.008517902314858468, | |
0.008481654730651397, | |
-0.008456083045998816, | |
-0.008424661370380934, | |
0.00815113773395592, | |
-0.008114120854001601, | |
0.008108180689740915, | |
0.008041689761239822, | |
0.008001325859569822, | |
-0.007993290985363659, | |
-0.007948636691815041, | |
-0.007823538460342797, | |
0.007753522860810226, | |
-0.007669310113017631, | |
0.007541106127759932, | |
-0.007484086441467671, | |
0.007445523403941367, | |
-0.007441963599676754, | |
-0.007374824892826003, | |
-0.0072224207815621555, | |
0.0069681085352220505, | |
0.006763154056572352, | |
-0.006751644701157213, | |
0.006679127136165428, | |
-0.006618711724750778, | |
-0.0065676868641073435, | |
-0.006556122381874469, | |
0.006472115181694057, | |
0.0064582894347108444, | |
0.00636204776955731, | |
-0.00622978604450301, | |
-0.006224903289765942, | |
0.006044452237358618, | |
-0.0060423362360874705, | |
0.005982270629080367, | |
0.005816028423256938, | |
-0.00580193234759967, | |
-0.005730049073486432, | |
0.005672163962914165, | |
-0.005643097206337148, | |
0.005612688650900956, | |
0.005499967175480087, | |
-0.005492476032820311, | |
-0.005453733549202624, | |
-0.005418103440970354, | |
-0.005252644319713797, | |
-0.00513306890324035, | |
-0.005076214163317788, | |
0.0050575732563517125, | |
-0.005013583174757598, | |
0.005012964862119945, | |
-0.004958556554908258, | |
-0.004922925388377268, | |
0.004917126266684482, | |
0.004903044893571524, | |
0.004901613347544017, | |
0.00486736043845914, | |
-0.004858779700270329, | |
-0.004775462035426514, | |
-0.0047411694089281855, | |
-0.004635968933053261, | |
-0.004533775840581981, | |
0.004402971289269648, | |
0.004399149867099972, | |
-0.004398450201760005, | |
0.004370583718145076, | |
0.00436779434703237, | |
-0.004359766574910128, | |
0.004350057822870733, | |
-0.004331351116590616, | |
-0.004320708690532071, | |
-0.004309769328035582, | |
0.004216713564349761, | |
-0.004192714054759946, | |
0.004103893960437097, | |
-0.004103257307087919, | |
-0.004087809118050973, | |
0.004055538982101373, | |
-0.004041299904617067, | |
0.003958435652803629, | |
-0.003947046560224649, | |
0.0038582544935408737, | |
-0.0038070420255823237, | |
0.003737577128770703, | |
0.0036678196911435605, | |
-0.003634166161609644, | |
0.003567341355500653, | |
-0.0035605854031088365, | |
-0.0034445340540082874, | |
-0.003411652921039035, | |
-0.0034042586652102335, | |
-0.0032364654548022957, | |
0.003152222235454061, | |
0.0031454688539386782, | |
0.003101797803348173, | |
0.0030908784437515776, | |
-0.0030376192267714537, | |
0.0029098442564760092, | |
0.0028515735051495303, | |
-0.002826012462126881, | |
-0.0028076776587407596, | |
0.0028068919122018255, | |
-0.0027760732617639937, | |
-0.0027592738635520107, | |
0.002670489235155124, | |
0.0026381221823259544, | |
-0.00257655729943278, | |
0.0025492699412737693, | |
-0.002527161522899178, | |
0.0023967356883548966, | |
0.002378832423807897, | |
-0.0023074350029999445, | |
-0.0022850564209437683, | |
0.0022105852953396665, | |
-0.0020540884698396194, | |
-0.002014059166934067, | |
0.0019025936379799082, | |
0.0018819134004542655, | |
-0.001787077925089002, | |
0.0017702426939553457, | |
-0.0015746574074846575, | |
-0.0015528385975098068, | |
0.0015401388529762549, | |
-0.0014753120214946725, | |
-0.0014590877698425712, | |
-0.0014270381745158426, | |
-0.0014165463131140708, | |
0.0014160317343237642, | |
-0.001412432825121176, | |
0.0013562328935202892, | |
0.0013516601985092715, | |
0.0012620611769567445, | |
0.001210075188115776, | |
0.0012033169596673192, | |
-0.0011608277169185227, | |
0.0011456118863929373, | |
0.0010833704866854373, | |
0.001074514856070751, | |
-0.0010687667574142388, | |
0.0010288645353382076, | |
-0.0009976503847555745, | |
-0.0009232234148753634, | |
0.00089782240438489, | |
0.0008648473304010273, | |
0.000779799568899465, | |
0.0007358257563058554, | |
0.0006935762852346328, | |
0.000689590263833574, | |
0.0006259161332993349, | |
0.0005658487346026952, | |
0.0005333014690747746, | |
0.0004983476994493528, | |
-0.00047405944854856915, | |
-0.0004252680686861081, | |
-0.00040329670579037296, | |
0.0003351567365858832, | |
0.0003329138250462898, | |
0.0003144800825818907, | |
-0.00015380930946167794 | |
], | |
"Absolute Coefficient": [ | |
0.12010983412961693, | |
0.08230522514940028, | |
0.0809850249882292, | |
0.07551687706904034, | |
0.0751329562427045, | |
0.07384517693696166, | |
0.07284814709635218, | |
0.07185944017201776, | |
0.07096467740891853, | |
0.0703043806612227, | |
0.06997452329424785, | |
0.06861185940432425, | |
0.06727431646852043, | |
0.06675130605690126, | |
0.0662397887206338, | |
0.06602988494195773, | |
0.063621521967359, | |
0.061482928074305755, | |
0.06024118729361058, | |
0.06023038343813967, | |
0.06004635286560713, | |
0.0589500098573293, | |
0.058710531969817535, | |
0.05870264029512842, | |
0.058683696142905015, | |
0.057289209608320804, | |
0.056538300030707846, | |
0.056120130198834293, | |
0.0554765790518687, | |
0.05456244945792532, | |
0.05422683326468514, | |
0.05412379716901149, | |
0.054122853092011654, | |
0.0531856644102409, | |
0.051442942096445295, | |
0.049673445563373136, | |
0.049660934012046125, | |
0.04930558996662544, | |
0.04910427138452318, | |
0.04890985984478805, | |
0.048834226425245965, | |
0.04813493815381912, | |
0.0478016153855334, | |
0.04777261063692748, | |
0.047533275301887175, | |
0.04656275480893187, | |
0.04615384170755395, | |
0.04559205818147757, | |
0.04522591010255776, | |
0.04479612941152424, | |
0.04479224796303098, | |
0.044265901896087465, | |
0.04421077609713332, | |
0.043503847844878554, | |
0.04350350853738585, | |
0.042605218519779546, | |
0.042454604519278585, | |
0.04212207172483562, | |
0.04190544065529846, | |
0.04125502099849283, | |
0.04119786611983019, | |
0.04117233638151156, | |
0.040829548279684304, | |
0.04070310962568545, | |
0.04013833587270663, | |
0.04010317882052971, | |
0.03999671316516254, | |
0.03995349123192214, | |
0.039599624134334065, | |
0.03923122835892887, | |
0.039101378816982446, | |
0.038795279060418374, | |
0.03846347104829722, | |
0.038407968138471554, | |
0.03832346899115994, | |
0.03827776579046292, | |
0.038167493940463745, | |
0.03750254361861628, | |
0.03738437798634655, | |
0.03723390396410669, | |
0.03716590381445131, | |
0.037087654785455774, | |
0.03708528565248964, | |
0.03589741785185645, | |
0.035777284370230776, | |
0.03575705183513473, | |
0.03500332907482904, | |
0.034841443812404685, | |
0.03439612123085585, | |
0.03432269498817475, | |
0.03420335140364615, | |
0.03400630916438013, | |
0.03356247784297612, | |
0.03329167450196704, | |
0.03325445662627317, | |
0.033208218833332734, | |
0.03316642006875083, | |
0.03294769070263014, | |
0.03287969764903851, | |
0.032843763900944775, | |
0.03276367976061974, | |
0.03251173577149319, | |
0.032271055407205575, | |
0.03201938570435819, | |
0.0315458451663511, | |
0.03142758229149974, | |
0.03133362343045387, | |
0.031312084500554206, | |
0.031297996250873886, | |
0.031081838255602574, | |
0.031042352600618793, | |
0.03100554274460307, | |
0.030903710244346412, | |
0.030824464807856326, | |
0.030818845087254975, | |
0.03070077680243377, | |
0.03066196762636635, | |
0.030650192557914267, | |
0.03064354499152373, | |
0.03054797590544755, | |
0.030510395178357845, | |
0.030358550203094, | |
0.030058747900533336, | |
0.02983515524888632, | |
0.029818252961236223, | |
0.029808400374422627, | |
0.029601629052178547, | |
0.02949911722710075, | |
0.02940878737268203, | |
0.029280868089820947, | |
0.02909020392417769, | |
0.028895228737015985, | |
0.02885319736065615, | |
0.028842934323274002, | |
0.028741734117735916, | |
0.02869639457438609, | |
0.028486511452357376, | |
0.028376141654135618, | |
0.028325671712560705, | |
0.028022289170037296, | |
0.027855925390726184, | |
0.027564994409461044, | |
0.02752664599471113, | |
0.02751490843853885, | |
0.027452573560238832, | |
0.027155437826754062, | |
0.027103606366051358, | |
0.02708624452149003, | |
0.026929792352275016, | |
0.026884970181173327, | |
0.02665365914209397, | |
0.026602850613462386, | |
0.02632077288652532, | |
0.02631887863929609, | |
0.026290096919485483, | |
0.025961740791013783, | |
0.02594122890502934, | |
0.02590200242531486, | |
0.02585640164772565, | |
0.025767829408896742, | |
0.025756184117608237, | |
0.025754241518496413, | |
0.025598391046658744, | |
0.025533373842081333, | |
0.02548697365741341, | |
0.02545789395101945, | |
0.02534157357335606, | |
0.025218031020932525, | |
0.0252025999809671, | |
0.025058759037878686, | |
0.025028606345514164, | |
0.025019362745706184, | |
0.024961674687842612, | |
0.024665097904084048, | |
0.024515783453731076, | |
0.024369350800169883, | |
0.02429598967979037, | |
0.02414751562343894, | |
0.024019868707527186, | |
0.0234690202933842, | |
0.02331760949493517, | |
0.023313841775051854, | |
0.02316025777963263, | |
0.02313075944691409, | |
0.023091245864066873, | |
0.023089479611606, | |
0.023048854911107097, | |
0.022977195289509464, | |
0.02295141329509623, | |
0.022924295941823294, | |
0.022844965073354536, | |
0.022693681712134057, | |
0.022689212719291824, | |
0.022638182173543395, | |
0.022440733813940763, | |
0.022432319856278353, | |
0.022399913232862542, | |
0.022332126438195373, | |
0.022314786896195465, | |
0.02202018277032127, | |
0.02201222049135309, | |
0.021826679492489426, | |
0.021792287699864882, | |
0.021782905403817186, | |
0.02176644532282149, | |
0.021602502900939544, | |
0.02159725525367063, | |
0.021579137332575302, | |
0.021528755805128946, | |
0.02151327220117771, | |
0.021510981297003972, | |
0.02136214601395016, | |
0.02135575080396039, | |
0.02132260826935661, | |
0.02132118014034626, | |
0.021156530381246, | |
0.020975372414141623, | |
0.020958641320292046, | |
0.020929047944369596, | |
0.02084230111204167, | |
0.02064081532838058, | |
0.02051001194162879, | |
0.020494936706311043, | |
0.020275933520557142, | |
0.020273097642594242, | |
0.020222435923132224, | |
0.02015860918924904, | |
0.020136550956022372, | |
0.020071729216935397, | |
0.019999102242716917, | |
0.019840755012317614, | |
0.019610749641417884, | |
0.01956686117448692, | |
0.019436590142572156, | |
0.019433665301787275, | |
0.01936759964942822, | |
0.019279800707973707, | |
0.019177118425587444, | |
0.019160937180098772, | |
0.019092175024044013, | |
0.019008166021866505, | |
0.01898599759644168, | |
0.01896550262593282, | |
0.018795439146515876, | |
0.01876609396782375, | |
0.018746378036515948, | |
0.01870996466303349, | |
0.0186745520516034, | |
0.01862082730376019, | |
0.018480425456213135, | |
0.018342625622592652, | |
0.01826013161004557, | |
0.01815023226963712, | |
0.018009655886214143, | |
0.017949043929152454, | |
0.01787936249588435, | |
0.017847560827783895, | |
0.0177435873256439, | |
0.017716414047618412, | |
0.017689772669327728, | |
0.017642199935391317, | |
0.01759800341712737, | |
0.017553845941555703, | |
0.017482377589283195, | |
0.017454275648231068, | |
0.017355002430422276, | |
0.017298036749013073, | |
0.017153188371400056, | |
0.017107159031137516, | |
0.017070045390395205, | |
0.0168771445265248, | |
0.0168635752449398, | |
0.016823323360690125, | |
0.016796588728839407, | |
0.01671586807332686, | |
0.01671377824427773, | |
0.0166311519990213, | |
0.016604209630460293, | |
0.016591420125195912, | |
0.016546797019165425, | |
0.01649265158320864, | |
0.01641953506953211, | |
0.0163844840604145, | |
0.016379776822973813, | |
0.016369576742033987, | |
0.016356290694421023, | |
0.016353284329663605, | |
0.016274193441192394, | |
0.016171332090084742, | |
0.01615196042780421, | |
0.01604121914681399, | |
0.016040368482212047, | |
0.016006991145836008, | |
0.01597750230467944, | |
0.015882817703868037, | |
0.01577623168606312, | |
0.01570674314968939, | |
0.015696807831936894, | |
0.015678892556996532, | |
0.015661081556552364, | |
0.015625498068503742, | |
0.015587265232346059, | |
0.015566820013690773, | |
0.015241610094185539, | |
0.015238247221033572, | |
0.01518533609200872, | |
0.015105640800817008, | |
0.015064298813607433, | |
0.014998889691394839, | |
0.014935535475771226, | |
0.014896980010651087, | |
0.014874047077828696, | |
0.014843599283433904, | |
0.014727425103860629, | |
0.014669958980928988, | |
0.014655727059622106, | |
0.01459773294603769, | |
0.014374040090966836, | |
0.014334764297591193, | |
0.014115577031844434, | |
0.014005606802574759, | |
0.013958170568018593, | |
0.013950486372488406, | |
0.013781312155618623, | |
0.013774365830858074, | |
0.013749282088267829, | |
0.013734330705717954, | |
0.01363531845214736, | |
0.013602928646671874, | |
0.013581894674553658, | |
0.013547982526093672, | |
0.013419566572388504, | |
0.013351743253084643, | |
0.013201125052713815, | |
0.013147163431969476, | |
0.01304370290819758, | |
0.013033490111718185, | |
0.012995127339739319, | |
0.012958829545806952, | |
0.01295280517299794, | |
0.012936961793506703, | |
0.012923048687561459, | |
0.012708274546802912, | |
0.012672536162624037, | |
0.01262980351285695, | |
0.012273781484301317, | |
0.012260504825219079, | |
0.01224336899537295, | |
0.012120010192802089, | |
0.012052622064033144, | |
0.012017028365229778, | |
0.011991999872913835, | |
0.011930044764851416, | |
0.011680641776328536, | |
0.011649082969386456, | |
0.011580125355932806, | |
0.011576865750266218, | |
0.01154771366670229, | |
0.011502722190231796, | |
0.011493055196437313, | |
0.011480027233008252, | |
0.01138908837017165, | |
0.011297220261548972, | |
0.011285099539004598, | |
0.011272409711463854, | |
0.011243034320893203, | |
0.011180084930766273, | |
0.010975782424180654, | |
0.01096950488695954, | |
0.010907724948078344, | |
0.010896510950969131, | |
0.010890447700232581, | |
0.010724683215362768, | |
0.010715097653020166, | |
0.010596625253851449, | |
0.010577723381216056, | |
0.010557148020081047, | |
0.010521480010729247, | |
0.01050096743504396, | |
0.010489162022751002, | |
0.010455047471019177, | |
0.010350964891010271, | |
0.010338210387154453, | |
0.010312804479177814, | |
0.010182886586147941, | |
0.009977365013845997, | |
0.00997483940526884, | |
0.00987529804720343, | |
0.009833592162665671, | |
0.009794454093718874, | |
0.00977963245151601, | |
0.009492162190462304, | |
0.009368194438359467, | |
0.009253148615119526, | |
0.00919602690957108, | |
0.00910056609712249, | |
0.008906907148823882, | |
0.008849049035620605, | |
0.008788161500325983, | |
0.008775998388760272, | |
0.008614119162869097, | |
0.008576594428890623, | |
0.008517902314858468, | |
0.008481654730651397, | |
0.008456083045998816, | |
0.008424661370380934, | |
0.00815113773395592, | |
0.008114120854001601, | |
0.008108180689740915, | |
0.008041689761239822, | |
0.008001325859569822, | |
0.007993290985363659, | |
0.007948636691815041, | |
0.007823538460342797, | |
0.007753522860810226, | |
0.007669310113017631, | |
0.007541106127759932, | |
0.007484086441467671, | |
0.007445523403941367, | |
0.007441963599676754, | |
0.007374824892826003, | |
0.0072224207815621555, | |
0.0069681085352220505, | |
0.006763154056572352, | |
0.006751644701157213, | |
0.006679127136165428, | |
0.006618711724750778, | |
0.0065676868641073435, | |
0.006556122381874469, | |
0.006472115181694057, | |
0.0064582894347108444, | |
0.00636204776955731, | |
0.00622978604450301, | |
0.006224903289765942, | |
0.006044452237358618, | |
0.0060423362360874705, | |
0.005982270629080367, | |
0.005816028423256938, | |
0.00580193234759967, | |
0.005730049073486432, | |
0.005672163962914165, | |
0.005643097206337148, | |
0.005612688650900956, | |
0.005499967175480087, | |
0.005492476032820311, | |
0.005453733549202624, | |
0.005418103440970354, | |
0.005252644319713797, | |
0.00513306890324035, | |
0.005076214163317788, | |
0.0050575732563517125, | |
0.005013583174757598, | |
0.005012964862119945, | |
0.004958556554908258, | |
0.004922925388377268, | |
0.004917126266684482, | |
0.004903044893571524, | |
0.004901613347544017, | |
0.00486736043845914, | |
0.004858779700270329, | |
0.004775462035426514, | |
0.0047411694089281855, | |
0.004635968933053261, | |
0.004533775840581981, | |
0.004402971289269648, | |
0.004399149867099972, | |
0.004398450201760005, | |
0.004370583718145076, | |
0.00436779434703237, | |
0.004359766574910128, | |
0.004350057822870733, | |
0.004331351116590616, | |
0.004320708690532071, | |
0.004309769328035582, | |
0.004216713564349761, | |
0.004192714054759946, | |
0.004103893960437097, | |
0.004103257307087919, | |
0.004087809118050973, | |
0.004055538982101373, | |
0.004041299904617067, | |
0.003958435652803629, | |
0.003947046560224649, | |
0.0038582544935408737, | |
0.0038070420255823237, | |
0.003737577128770703, | |
0.0036678196911435605, | |
0.003634166161609644, | |
0.003567341355500653, | |
0.0035605854031088365, | |
0.0034445340540082874, | |
0.003411652921039035, | |
0.0034042586652102335, | |
0.0032364654548022957, | |
0.003152222235454061, | |
0.0031454688539386782, | |
0.003101797803348173, | |
0.0030908784437515776, | |
0.0030376192267714537, | |
0.0029098442564760092, | |
0.0028515735051495303, | |
0.002826012462126881, | |
0.0028076776587407596, | |
0.0028068919122018255, | |
0.0027760732617639937, | |
0.0027592738635520107, | |
0.002670489235155124, | |
0.0026381221823259544, | |
0.00257655729943278, | |
0.0025492699412737693, | |
0.002527161522899178, | |
0.0023967356883548966, | |
0.002378832423807897, | |
0.0023074350029999445, | |
0.0022850564209437683, | |
0.0022105852953396665, | |
0.0020540884698396194, | |
0.002014059166934067, | |
0.0019025936379799082, | |
0.0018819134004542655, | |
0.001787077925089002, | |
0.0017702426939553457, | |
0.0015746574074846575, | |
0.0015528385975098068, | |
0.0015401388529762549, | |
0.0014753120214946725, | |
0.0014590877698425712, | |
0.0014270381745158426, | |
0.0014165463131140708, | |
0.0014160317343237642, | |
0.001412432825121176, | |
0.0013562328935202892, | |
0.0013516601985092715, | |
0.0012620611769567445, | |
0.001210075188115776, | |
0.0012033169596673192, | |
0.0011608277169185227, | |
0.0011456118863929373, | |
0.0010833704866854373, | |
0.001074514856070751, | |
0.0010687667574142388, | |
0.0010288645353382076, | |
0.0009976503847555745, | |
0.0009232234148753634, | |
0.00089782240438489, | |
0.0008648473304010273, | |
0.000779799568899465, | |
0.0007358257563058554, | |
0.0006935762852346328, | |
0.000689590263833574, | |
0.0006259161332993349, | |
0.0005658487346026952, | |
0.0005333014690747746, | |
0.0004983476994493528, | |
0.00047405944854856915, | |
0.0004252680686861081, | |
0.00040329670579037296, | |
0.0003351567365858832, | |
0.0003329138250462898, | |
0.0003144800825818907, | |
0.00015380930946167794 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"accuracy": 57.391304347826086, | |
"precision": 32.11111111111111, | |
"recall": 48.666666666666664, | |
"f1": 38.15873015873016 | |
}, | |
"selection": { | |
"precision": 9.44741532976827, | |
"recall": 100.0, | |
"f1": 17.263843648208468, | |
"jaccard": 9.44741532976827 | |
} | |
} | |
} |