| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "CYP1A1", | |
| "MAP7D2", | |
| "PAPPA", | |
| "RIMKLA", | |
| "GAREM2", | |
| "ALDH8A1", | |
| "DHRS1", | |
| "GCLM", | |
| "CHP2", | |
| "HS3ST3A1", | |
| "LIMD1-AS1", | |
| "ALOX12", | |
| "ADGRB3", | |
| "WDR64", | |
| "PSORS1C1", | |
| "PPP4R3A", | |
| "ITFG2", | |
| "TF", | |
| "AXIN2", | |
| "FAM98A", | |
| "CD24", | |
| "HAND2-AS1", | |
| "PHRF1", | |
| "TTTY1", | |
| "TDRD9", | |
| "CCN6", | |
| "MIR4755", | |
| "PRM1", | |
| "FGF13-AS1", | |
| "USPL1", | |
| "MGMT", | |
| "GPR62", | |
| "SLC16A9", | |
| "QRICH1", | |
| "FAM224B", | |
| "ZFAND4", | |
| "PHAF1", | |
| "NFATC3", | |
| "ZNF568", | |
| "GHRLOS", | |
| "ZZZ3", | |
| "OTOGL", | |
| "LINC01587", | |
| "LRAT", | |
| "EGFL6", | |
| "LIAT1", | |
| "IL12RB2", | |
| "C10orf88", | |
| "IGLV3-10", | |
| "NTNG1", | |
| "NDUFA6", | |
| "NPAS2", | |
| "KCNJ10", | |
| "FLVCR1-DT", | |
| "LRRC55", | |
| "FAM24B", | |
| "RGS11", | |
| "SBNO1", | |
| "MAGEC2", | |
| "CNGA4", | |
| "EPPK1", | |
| "RNF11P2", | |
| "TRH", | |
| "POU6F2-AS2", | |
| "ADIRF-AS1", | |
| "EXOC3-AS1", | |
| "RAB40AL", | |
| "POM121L2", | |
| "AFMID", | |
| "CNTN6", | |
| "CSTF3", | |
| "HARBI1", | |
| "MRPS27", | |
| "FOLR3", | |
| "CXCL6", | |
| "OCM2", | |
| "HDAC10", | |
| "FOXRED2", | |
| "SIK1", | |
| "PER3", | |
| "LAMB4", | |
| "H2AP", | |
| "LRRN2", | |
| "SYCP2L", | |
| "MT1E", | |
| "ESRG", | |
| "C10orf126", | |
| "ERVW-1", | |
| "SOCS2", | |
| "RUFY3", | |
| "NDUFC2", | |
| "YEATS4", | |
| "B3GNT3", | |
| "ZNF740", | |
| "XAB2", | |
| "SF3B6", | |
| "ASB7", | |
| "CDH2", | |
| "SFXN2", | |
| "NXPH3", | |
| "ZNF790-AS1", | |
| "ST7-OT4", | |
| "USP26", | |
| "IGFBP1", | |
| "LINC01554", | |
| "SMIM17", | |
| "CHIA", | |
| "PELI1", | |
| "EDARADD", | |
| "OR2L13", | |
| "GAS7", | |
| "IFNK", | |
| "FSCN2", | |
| "SCGB1C1", | |
| "ACTR6", | |
| "CDKL5", | |
| "NGF", | |
| "KRTAP19-1", | |
| "QRICH2", | |
| "BCORP1", | |
| "MEPCE", | |
| "SYT13", | |
| "THAP9-AS1", | |
| "CALHM3", | |
| "ZNF880", | |
| "OPN1LW", | |
| "KRBOX1", | |
| "CTBP1", | |
| "RPL10L", | |
| "MAGEB2", | |
| "TTC32", | |
| "IL1RAP", | |
| "ANKRD30A", | |
| "SLCO1B3", | |
| "ZFAND5", | |
| "ADGRE1", | |
| "SNTG1", | |
| "XIST", | |
| "MRPS11", | |
| "ADTRP", | |
| "MLYCD", | |
| "RPS4Y1", | |
| "PDZK1IP1", | |
| "GYS2", | |
| "GUCY1A1", | |
| "BCO1", | |
| "ESPNP", | |
| "GABPB1-AS1", | |
| "ZNF513", | |
| "GREM2", | |
| "TBCA", | |
| "GTF2B", | |
| "EIF1AY", | |
| "ITPK1-AS1", | |
| "PRKXP1", | |
| "PGBD3", | |
| "TXLNGY", | |
| "CASC18", | |
| "UNC93A", | |
| "KCNH4", | |
| "TTTY1B", | |
| "OPN1MW", | |
| "OPN1MW2" | |
| ], | |
| "Coefficient": [ | |
| 0.052102646838720686, | |
| -0.047080592753478194, | |
| -0.03985773921570607, | |
| 0.03856953571952434, | |
| 0.03599272741606605, | |
| 0.03281119738311922, | |
| -0.03273734786085435, | |
| -0.032676960449287515, | |
| -0.031149804386165054, | |
| 0.0304233226490101, | |
| 0.029412453428073467, | |
| -0.029330024119070458, | |
| -0.026826408424230216, | |
| -0.026142990100031824, | |
| -0.025519836961584618, | |
| 0.02534286915649975, | |
| 0.024309730453506085, | |
| 0.023067127366111752, | |
| 0.02252432805282151, | |
| 0.02250256119299837, | |
| -0.022429151817590753, | |
| 0.02025902185552477, | |
| 0.019315292416754525, | |
| -0.018859670504570793, | |
| 0.018741511335893066, | |
| 0.018563265556521165, | |
| 0.018168880275314905, | |
| 0.01789400630438007, | |
| 0.0178277565668436, | |
| 0.017115375983764343, | |
| -0.016901560239008094, | |
| 0.016836162203812892, | |
| -0.01650006168425791, | |
| -0.016358631848522678, | |
| -0.01625332290815951, | |
| -0.016062494945915665, | |
| 0.015632657450921315, | |
| 0.015168995371221277, | |
| -0.014690972678605536, | |
| 0.014627872448814533, | |
| 0.014070134605924248, | |
| -0.013882631708305565, | |
| -0.013276270200768664, | |
| 0.01303851853092272, | |
| 0.01284730588628234, | |
| -0.012828491705857575, | |
| -0.012725001643072532, | |
| -0.01268926111114044, | |
| 0.012362485250360244, | |
| -0.012079522518067858, | |
| -0.011695537309024437, | |
| 0.011499649727534629, | |
| -0.011278968479282983, | |
| 0.011228304406815092, | |
| -0.011137138577041813, | |
| -0.010948528671781714, | |
| -0.010890358881751322, | |
| 0.01062136013243556, | |
| -0.010390175440840657, | |
| -0.010201319238976532, | |
| -0.009969071417906284, | |
| 0.009839503598614175, | |
| -0.00941334177539619, | |
| 0.009318392897579221, | |
| -0.009310880534995685, | |
| 0.009078374875551817, | |
| 0.009032458916503425, | |
| 0.008962244871689944, | |
| 0.008881658489856656, | |
| -0.00875255937220506, | |
| -0.008650576890471981, | |
| 0.008189554843778554, | |
| -0.008116895401320455, | |
| -0.007986800722307147, | |
| 0.00796207100843088, | |
| -0.007883629511787534, | |
| 0.007708553104811562, | |
| -0.007575121034076501, | |
| -0.007399787933656635, | |
| -0.007358001820044518, | |
| 0.006868517905384154, | |
| -0.006780194761204281, | |
| -0.006780081576326003, | |
| -0.006377575303798279, | |
| -0.00634190336276645, | |
| -0.006310415156999174, | |
| 0.006199726248249673, | |
| 0.006150239400296598, | |
| -0.006103243780982168, | |
| -0.006006763266805554, | |
| 0.005826075806341693, | |
| -0.005771169488077791, | |
| 0.00575704092730438, | |
| 0.005730767663728289, | |
| -0.005710134520010286, | |
| -0.005687866588395695, | |
| 0.005609361222225572, | |
| -0.005583922661834088, | |
| 0.005351251407290964, | |
| -0.005139995325601458, | |
| -0.0050198692645727966, | |
| 0.004776359933726709, | |
| -0.004659978910752408, | |
| 0.004441548150512433, | |
| -0.004411050604414844, | |
| -0.004214448593313864, | |
| 0.003961577048188157, | |
| -0.003845470671299287, | |
| -0.003809560950480656, | |
| 0.0034947687819845115, | |
| 0.003409370278140785, | |
| -0.0033852052257308082, | |
| 0.0032766454502577425, | |
| -0.0030656991076253044, | |
| -0.0029979702945921675, | |
| 0.002891940281522601, | |
| -0.0027867325712267158, | |
| 0.0026114819030304912, | |
| 0.002486611331444335, | |
| -0.0023361047463504076, | |
| 0.002229597900513004, | |
| -0.0020728813375214764, | |
| -0.0020710622457654755, | |
| -0.0019273566445050033, | |
| -0.00191236227446171, | |
| 0.0018566788096769822, | |
| -0.0017754702623444445, | |
| 0.0017038822411729188, | |
| -0.0016934324165918987, | |
| -0.0015655855010231583, | |
| -0.001536352029455792, | |
| -0.0015212602091591824, | |
| 0.0015112880102790183, | |
| -0.0013780673324523803, | |
| -0.0013017519866962857, | |
| -0.0012354929635579111, | |
| -0.0011684508891227218, | |
| 0.0010766159157471955, | |
| 0.0009638653925056441, | |
| 0.0009086765159858425, | |
| 0.0009036807345058429, | |
| -0.0007451218836816435, | |
| 0.0007330328339873724, | |
| 0.0007144993599499062, | |
| 0.0007074320343055741, | |
| -0.0006976030442240331, | |
| 0.000636082269342945, | |
| -0.0006198763292828105, | |
| -0.0006150315147835311, | |
| -0.0005823640451769247, | |
| -0.0005627398492229068, | |
| -0.0004920632131744365, | |
| -0.00036682562867980763, | |
| 0.00034693412620054456, | |
| 0.00033860274463300935, | |
| 0.00030332300550080384, | |
| -0.00019691818936774956, | |
| 9.765087785043552e-05, | |
| -1.65127491028413e-05, | |
| 2.2068741746257516e-06, | |
| -1.1186338051147408e-16, | |
| 1.0765799026668185e-16, | |
| 6.308085367188389e-18 | |
| ], | |
| "Absolute Coefficient": [ | |
| 0.052102646838720686, | |
| 0.047080592753478194, | |
| 0.03985773921570607, | |
| 0.03856953571952434, | |
| 0.03599272741606605, | |
| 0.03281119738311922, | |
| 0.03273734786085435, | |
| 0.032676960449287515, | |
| 0.031149804386165054, | |
| 0.0304233226490101, | |
| 0.029412453428073467, | |
| 0.029330024119070458, | |
| 0.026826408424230216, | |
| 0.026142990100031824, | |
| 0.025519836961584618, | |
| 0.02534286915649975, | |
| 0.024309730453506085, | |
| 0.023067127366111752, | |
| 0.02252432805282151, | |
| 0.02250256119299837, | |
| 0.022429151817590753, | |
| 0.02025902185552477, | |
| 0.019315292416754525, | |
| 0.018859670504570793, | |
| 0.018741511335893066, | |
| 0.018563265556521165, | |
| 0.018168880275314905, | |
| 0.01789400630438007, | |
| 0.0178277565668436, | |
| 0.017115375983764343, | |
| 0.016901560239008094, | |
| 0.016836162203812892, | |
| 0.01650006168425791, | |
| 0.016358631848522678, | |
| 0.01625332290815951, | |
| 0.016062494945915665, | |
| 0.015632657450921315, | |
| 0.015168995371221277, | |
| 0.014690972678605536, | |
| 0.014627872448814533, | |
| 0.014070134605924248, | |
| 0.013882631708305565, | |
| 0.013276270200768664, | |
| 0.01303851853092272, | |
| 0.01284730588628234, | |
| 0.012828491705857575, | |
| 0.012725001643072532, | |
| 0.01268926111114044, | |
| 0.012362485250360244, | |
| 0.012079522518067858, | |
| 0.011695537309024437, | |
| 0.011499649727534629, | |
| 0.011278968479282983, | |
| 0.011228304406815092, | |
| 0.011137138577041813, | |
| 0.010948528671781714, | |
| 0.010890358881751322, | |
| 0.01062136013243556, | |
| 0.010390175440840657, | |
| 0.010201319238976532, | |
| 0.009969071417906284, | |
| 0.009839503598614175, | |
| 0.00941334177539619, | |
| 0.009318392897579221, | |
| 0.009310880534995685, | |
| 0.009078374875551817, | |
| 0.009032458916503425, | |
| 0.008962244871689944, | |
| 0.008881658489856656, | |
| 0.00875255937220506, | |
| 0.008650576890471981, | |
| 0.008189554843778554, | |
| 0.008116895401320455, | |
| 0.007986800722307147, | |
| 0.00796207100843088, | |
| 0.007883629511787534, | |
| 0.007708553104811562, | |
| 0.007575121034076501, | |
| 0.007399787933656635, | |
| 0.007358001820044518, | |
| 0.006868517905384154, | |
| 0.006780194761204281, | |
| 0.006780081576326003, | |
| 0.006377575303798279, | |
| 0.00634190336276645, | |
| 0.006310415156999174, | |
| 0.006199726248249673, | |
| 0.006150239400296598, | |
| 0.006103243780982168, | |
| 0.006006763266805554, | |
| 0.005826075806341693, | |
| 0.005771169488077791, | |
| 0.00575704092730438, | |
| 0.005730767663728289, | |
| 0.005710134520010286, | |
| 0.005687866588395695, | |
| 0.005609361222225572, | |
| 0.005583922661834088, | |
| 0.005351251407290964, | |
| 0.005139995325601458, | |
| 0.0050198692645727966, | |
| 0.004776359933726709, | |
| 0.004659978910752408, | |
| 0.004441548150512433, | |
| 0.004411050604414844, | |
| 0.004214448593313864, | |
| 0.003961577048188157, | |
| 0.003845470671299287, | |
| 0.003809560950480656, | |
| 0.0034947687819845115, | |
| 0.003409370278140785, | |
| 0.0033852052257308082, | |
| 0.0032766454502577425, | |
| 0.0030656991076253044, | |
| 0.0029979702945921675, | |
| 0.002891940281522601, | |
| 0.0027867325712267158, | |
| 0.0026114819030304912, | |
| 0.002486611331444335, | |
| 0.0023361047463504076, | |
| 0.002229597900513004, | |
| 0.0020728813375214764, | |
| 0.0020710622457654755, | |
| 0.0019273566445050033, | |
| 0.00191236227446171, | |
| 0.0018566788096769822, | |
| 0.0017754702623444445, | |
| 0.0017038822411729188, | |
| 0.0016934324165918987, | |
| 0.0015655855010231583, | |
| 0.001536352029455792, | |
| 0.0015212602091591824, | |
| 0.0015112880102790183, | |
| 0.0013780673324523803, | |
| 0.0013017519866962857, | |
| 0.0012354929635579111, | |
| 0.0011684508891227218, | |
| 0.0010766159157471955, | |
| 0.0009638653925056441, | |
| 0.0009086765159858425, | |
| 0.0009036807345058429, | |
| 0.0007451218836816435, | |
| 0.0007330328339873724, | |
| 0.0007144993599499062, | |
| 0.0007074320343055741, | |
| 0.0006976030442240331, | |
| 0.000636082269342945, | |
| 0.0006198763292828105, | |
| 0.0006150315147835311, | |
| 0.0005823640451769247, | |
| 0.0005627398492229068, | |
| 0.0004920632131744365, | |
| 0.00036682562867980763, | |
| 0.00034693412620054456, | |
| 0.00033860274463300935, | |
| 0.00030332300550080384, | |
| 0.00019691818936774956, | |
| 9.765087785043552e-05, | |
| 1.65127491028413e-05, | |
| 2.2068741746257516e-06, | |
| 1.1186338051147408e-16, | |
| 1.0765799026668185e-16, | |
| 6.308085367188389e-18 | |
| ] | |
| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 90.0, | |
| "precision": 76.0, | |
| "recall": 70.95238095238096, | |
| "f1": 72.32900432900433 | |
| }, | |
| "selection": { | |
| "precision": 1.4770335571464837, | |
| "recall": 0.821917808219178, | |
| "f1": 1.0558713062224587, | |
| "jaccard": 0.5312480329813021 | |
| } | |
| } | |
| } |