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{
"significant_genes": {
"Variable": [
"AASDH",
"AAK1",
"A1BG",
"A1CF",
"ABCB1",
"ABCA9",
"ABHD17B",
"ARL17A",
"AOPEP",
"ACAD11",
"ADAT2",
"ADPGK",
"ABI3",
"ACO1",
"ABHD14B",
"AA06",
"ANKRD16",
"ANKRD9",
"LIG3",
"ADAMTS14",
"ADAMTS8",
"ABCB8",
"CHEK1",
"ABCB10",
"ACAD10",
"ADAM1A",
"ATP5MC3",
"ANO2",
"ABRAXAS1",
"ABCA17P",
"BMP2K",
"ACP3",
"CFAP119",
"BET1L",
"DR1",
"CDC42EP3",
"NOM1",
"CD99L2",
"MEAF6",
"ADRB1",
"EXT1",
"AKIP1",
"AMDHD2",
"ANKEF1",
"ADAMTS5",
"ALKBH1",
"ABTB1",
"ANKRD23",
"AEBP2",
"ABHD16A",
"CCAR2",
"CEP44",
"APOL6",
"ADCYAP1R1",
"EIF3E",
"ABI2",
"ANKRD11",
"ACTA2",
"AKAP17A",
"BRK1",
"AP1S2",
"EBF4",
"H6PD",
"ACTR3",
"ABCF1",
"ACTG2",
"FAHD2CP",
"AP1G1",
"ARRDC3-AS1",
"ALKBH6",
"CCDC150",
"TMEM127",
"ARHGEF7",
"ABCC13",
"CHORDC1",
"ADD1",
"ABHD5",
"ACY3",
"C1QTNF7",
"ARB2A",
"ARHGAP42",
"ADCY1",
"DIP2A",
"CASC15",
"ARL17B"
],
"Coefficient": [
-0.13553966775997617,
0.078659270291076,
0.07819244181339315,
0.0769318858833263,
-0.06399538334763559,
-0.062448897661713514,
-0.04953225186441943,
-0.026775028555347077,
-0.026297546984574385,
0.025800644967578588,
-0.022996966907429407,
0.022673878993574655,
0.021699245373855987,
-0.020760534820354483,
0.01780102684310405,
0.01623885209234764,
-0.014536934658808271,
-0.014066467390087607,
-0.012969685712471432,
0.012826762766773261,
-0.011958561271155183,
0.009620679508708981,
-0.009616666634582095,
-0.009563778653681732,
-0.00845127463116325,
-0.008120486957301878,
0.008073915413818848,
-0.007778044024927298,
-0.007632770232321195,
-0.0075647899248131685,
0.007483099574141442,
-0.007369056750304853,
0.006697718827596368,
-0.006661093124308318,
-0.006369542207278817,
-0.005922498004144811,
-0.005904333547231758,
-0.0058954756233090665,
-0.00539442879992688,
0.004993345831942635,
-0.004763168265925664,
0.004200957300465068,
-0.003874802767440873,
-0.00387052174464458,
-0.003729730047213341,
-0.0035420118337974446,
0.0034867727191500316,
-0.0029592183992525004,
-0.0029547124356832603,
0.002569754177402121,
-0.0024062913187730068,
-0.0022832980074462394,
0.002257429032654046,
0.001998422822399755,
-0.001679244416838782,
-0.0016395426619584493,
-0.0015841470286686403,
-0.0015339331222302256,
0.0012550018070331627,
0.0012432771228481144,
0.0009250298252062727,
-0.0008375688198861417,
0.0007282323801537811,
-0.0006892754856879925,
0.0006549602222512468,
-0.0004956051130393168,
-0.0004842382476232314,
0.00043782716128172263,
0.00043517986975766926,
-0.0004274747641463913,
-0.0003939088960396359,
0.00034571647327654603,
-0.00034095836787623537,
0.00029122056100986266,
-0.0002330584966278493,
0.00019985860933368718,
0.0001943114496753309,
-0.0001654988279518232,
-0.00012706494984031705,
-7.656179302277278e-05,
-4.434476571940006e-05,
2.1565873988690543e-05,
4.987970574204234e-06,
-3.4407697219689264e-06,
-4.0533500552910854e-16
],
"Absolute Coefficient": [
0.13553966775997617,
0.078659270291076,
0.07819244181339315,
0.0769318858833263,
0.06399538334763559,
0.062448897661713514,
0.04953225186441943,
0.026775028555347077,
0.026297546984574385,
0.025800644967578588,
0.022996966907429407,
0.022673878993574655,
0.021699245373855987,
0.020760534820354483,
0.01780102684310405,
0.01623885209234764,
0.014536934658808271,
0.014066467390087607,
0.012969685712471432,
0.012826762766773261,
0.011958561271155183,
0.009620679508708981,
0.009616666634582095,
0.009563778653681732,
0.00845127463116325,
0.008120486957301878,
0.008073915413818848,
0.007778044024927298,
0.007632770232321195,
0.0075647899248131685,
0.007483099574141442,
0.007369056750304853,
0.006697718827596368,
0.006661093124308318,
0.006369542207278817,
0.005922498004144811,
0.005904333547231758,
0.0058954756233090665,
0.00539442879992688,
0.004993345831942635,
0.004763168265925664,
0.004200957300465068,
0.003874802767440873,
0.00387052174464458,
0.003729730047213341,
0.0035420118337974446,
0.0034867727191500316,
0.0029592183992525004,
0.0029547124356832603,
0.002569754177402121,
0.0024062913187730068,
0.0022832980074462394,
0.002257429032654046,
0.001998422822399755,
0.001679244416838782,
0.0016395426619584493,
0.0015841470286686403,
0.0015339331222302256,
0.0012550018070331627,
0.0012432771228481144,
0.0009250298252062727,
0.0008375688198861417,
0.0007282323801537811,
0.0006892754856879925,
0.0006549602222512468,
0.0004956051130393168,
0.0004842382476232314,
0.00043782716128172263,
0.00043517986975766926,
0.0004274747641463913,
0.0003939088960396359,
0.00034571647327654603,
0.00034095836787623537,
0.00029122056100986266,
0.0002330584966278493,
0.00019985860933368718,
0.0001943114496753309,
0.0001654988279518232,
0.00012706494984031705,
7.656179302277278e-05,
4.434476571940006e-05,
2.1565873988690543e-05,
4.987970574204234e-06,
3.4407697219689264e-06,
4.0533500552910854e-16
]
},
"cv_performance": {
"prediction": {
"accuracy": 93.33333333333333,
"precision": 80.0,
"recall": 70.0,
"f1": 73.33333333333333
},
"selection": {
"precision": 1.0152919820418485,
"recall": 1.9047619047619047,
"f1": 1.3228316333706518,
"jaccard": 0.6669435215946844
}
}
} |