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{
"significant_genes": {
"Variable": [
"A1CF",
"ABCB1",
"AASDH",
"AAK1",
"ABHD17B",
"ADAMTS14",
"ABCB10",
"ADPGK",
"ABHD14B",
"AADAT",
"ACAD11",
"AAGAB",
"ADAT2",
"ABCC5",
"ABCA9",
"ADAMTS6",
"ABCA17P",
"ARHGAP1",
"ADAM33",
"ADAM12",
"ABCG1",
"ABHD17C",
"AOPEP",
"AA06",
"CENPO",
"ANXA1",
"ALPK1",
"ACTA2",
"ACSS2",
"AKNA",
"CRTAP",
"AFF3",
"MEAK7",
"ADCY1",
"ADAMTS1",
"ABTB1",
"DCUN1D5",
"ANKRD35",
"AGPAT5",
"AKAP13",
"AIFM3",
"ABHD16A",
"ADAM1A",
"ARL17A",
"ASB3",
"AXIN2",
"ANKFN1",
"C1QTNF7",
"FAHD2CP",
"ABI3BP",
"MEAF6",
"PRR19",
"ARHGEF11",
"TMEM127",
"ADAMTS16",
"ATG10",
"ACSL5",
"ACTG2",
"AGAP6",
"ASPH",
"SIMC1",
"ADAMTS12",
"ADNP",
"ANAPC1",
"ANKRD10",
"ARID3A",
"UBE2E2",
"MIR195",
"ANKRD9",
"ALDH1L2",
"ATF6",
"CA13",
"ALDOA",
"ACTB",
"FEM1A",
"INSR",
"FKBP5",
"AKAP17A",
"LINC01551",
"TMEM248",
"VPS33A",
"ATL1",
"MCHR1",
"AGAP2",
"WDFY2",
"HOXA-AS2",
"COL3A1",
"CMYA5",
"ASXL2",
"MIR497",
"ARL17B",
"MIR497HG"
],
"Coefficient": [
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-0.0966961360104093,
-0.09598016720754915,
0.0758405304372821,
-0.056615408870006406,
0.05223982834888083,
-0.05034331189752492,
0.03736580598877215,
0.03637768890438598,
0.03442601914709922,
0.025386257036651406,
-0.021368432946554616,
-0.02116656067867295,
0.019727836176646134,
-0.019714310258578095,
-0.01839012859838363,
-0.0178278446908051,
0.017783103052488616,
-0.016898684961979726,
0.016136898606605703,
-0.015206641724690202,
0.014313261068991862,
-0.014149946041676215,
0.013524252748902595,
0.013065705957736297,
0.011745696974973817,
0.01103339376345241,
-0.010652230429002107,
0.010217286734450897,
-0.009923326379964835,
-0.00967466417729209,
0.009487301201970371,
0.009000244264050125,
0.00882864465361885,
0.00877654166235379,
0.008649597853462782,
-0.007985976371064551,
-0.0075913528164505435,
-0.00753670604211845,
0.006726109440318144,
-0.00601465445572337,
0.005157067917887941,
-0.0037601028480337712,
-0.003748804165297961,
0.0030802297074601576,
-0.002643228552924037,
-0.0024432185861993105,
-0.0022688332943030048,
-0.0015862483775275485,
-0.0015608353234944897,
-0.0012882219407354839,
0.0010548032986206026,
0.0009943233527119747,
0.0009437107643255353,
0.0008755652332344779,
0.0008668718273578206,
0.0007880893345863341,
-0.0007071954315746666,
0.000666105215179702,
-0.0006599967185097542,
0.000655314854687676,
0.0005889839411632938,
0.0005818120621768587,
-0.0005642340493978108,
0.0005411894195752372,
-0.0004271064496658893,
-0.00036750142086880276,
0.000317075690114194,
-0.0003139038580708772,
-0.0003116102018749981,
-0.0002613470182528723,
0.0002604250815037075,
-0.0001969862277566978,
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-0.00016466670391849158,
0.00015841489016345578,
0.0001348322782424913,
0.00013449862456821538,
-0.0001279414948505159,
-0.00011209565776792305,
6.454589337225675e-05,
-5.987789147672703e-05,
5.981717840399083e-05,
-5.50275985794268e-05,
5.379755026401758e-05,
-5.2441622592618493e-05,
-3.749874539466203e-05,
3.58158505787569e-05,
-6.348210752466584e-07,
7.589415207398531e-19,
-1.3251359885933944e-19,
1.2046690805394493e-20
],
"Absolute Coefficient": [
0.10128414942748709,
0.0966961360104093,
0.09598016720754915,
0.0758405304372821,
0.056615408870006406,
0.05223982834888083,
0.05034331189752492,
0.03736580598877215,
0.03637768890438598,
0.03442601914709922,
0.025386257036651406,
0.021368432946554616,
0.02116656067867295,
0.019727836176646134,
0.019714310258578095,
0.01839012859838363,
0.0178278446908051,
0.017783103052488616,
0.016898684961979726,
0.016136898606605703,
0.015206641724690202,
0.014313261068991862,
0.014149946041676215,
0.013524252748902595,
0.013065705957736297,
0.011745696974973817,
0.01103339376345241,
0.010652230429002107,
0.010217286734450897,
0.009923326379964835,
0.00967466417729209,
0.009487301201970371,
0.009000244264050125,
0.00882864465361885,
0.00877654166235379,
0.008649597853462782,
0.007985976371064551,
0.0075913528164505435,
0.00753670604211845,
0.006726109440318144,
0.00601465445572337,
0.005157067917887941,
0.0037601028480337712,
0.003748804165297961,
0.0030802297074601576,
0.002643228552924037,
0.0024432185861993105,
0.0022688332943030048,
0.0015862483775275485,
0.0015608353234944897,
0.0012882219407354839,
0.0010548032986206026,
0.0009943233527119747,
0.0009437107643255353,
0.0008755652332344779,
0.0008668718273578206,
0.0007880893345863341,
0.0007071954315746666,
0.000666105215179702,
0.0006599967185097542,
0.000655314854687676,
0.0005889839411632938,
0.0005818120621768587,
0.0005642340493978108,
0.0005411894195752372,
0.0004271064496658893,
0.00036750142086880276,
0.000317075690114194,
0.0003139038580708772,
0.0003116102018749981,
0.0002613470182528723,
0.0002604250815037075,
0.0001969862277566978,
0.00017473089062792048,
0.00016466670391849158,
0.00015841489016345578,
0.0001348322782424913,
0.00013449862456821538,
0.0001279414948505159,
0.00011209565776792305,
6.454589337225675e-05,
5.987789147672703e-05,
5.981717840399083e-05,
5.50275985794268e-05,
5.379755026401758e-05,
5.2441622592618493e-05,
3.749874539466203e-05,
3.58158505787569e-05,
6.348210752466584e-07,
7.589415207398531e-19,
1.3251359885933944e-19,
1.2046690805394493e-20
]
},
"cv_performance": {
"prediction": {
"accuracy": 93.33333333333333,
"precision": 80.0,
"recall": 70.0,
"f1": 73.33333333333333
},
"selection": {
"precision": 0.7604443749022062,
"recall": 1.4285714285714284,
"f1": 0.9922689075630252,
"jaccard": 0.5002733734281029
}
}
} |