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{
"significant_genes": {
"Variable": [
"AASS",
"A2M-AS1",
"ABAT",
"AADACL2",
"ADAM12",
"APOH",
"AJAP1",
"ACHE",
"ADAMTS12",
"AADACP1",
"COX7C",
"ABI3BP",
"ABCB6",
"ADAT3",
"APLP2",
"ACSM2A",
"ACACA",
"AATBC",
"AADAC",
"ABCD2",
"AMHR2",
"ARSD",
"ARMT1",
"ABCG4",
"A2M",
"C1orf74",
"NFYA",
"CFL1P1",
"ADRB2",
"ANKRD37",
"ARHGEF26",
"BORA",
"ALDH5A1",
"ABCB11",
"ABCA4",
"ALKBH4",
"FOXD3",
"TDRD5",
"AGBL4",
"ABCA5",
"COL13A1",
"CBLN1",
"AQP7",
"AQP7P1",
"ACTL9",
"EEF1AKMT2",
"LRIF1",
"ACTG1P4",
"ABCB8",
"MCF2",
"CASC6",
"FAM131B",
"FTLP10",
"APOA1",
"ABHD15",
"OPRK1",
"AARS1",
"BTG1",
"SDC2",
"ARL14",
"CFAP47",
"WFDC8",
"GK2",
"ARPIN",
"ARPP21",
"ABI1",
"ANKRD62",
"CHRNG",
"TRMT2B",
"ADGRF5",
"PCNAP1",
"CA5A",
"ABITRAM",
"ADAT1",
"EPHA7",
"ADH6",
"ADD2",
"ABCC1",
"TEKT4",
"ADCY4",
"BARX1",
"ADAMTS14",
"AMFR",
"AMACR",
"ANKRD65",
"ABHD6",
"CDH2",
"C2orf78",
"CCDC110",
"ACSS1",
"ARHGEF33",
"AGTPBP1",
"ABCD3",
"ABCA9",
"BANCR",
"BTBD6",
"BRS3",
"OR2L3",
"ASCC3",
"NUTM2G",
"C9orf40",
"ENAM",
"DLGAP1",
"GARIN6",
"ABCB10",
"EQTN",
"CLTCL1",
"ANKRD7",
"CFAP299",
"ANTXRL",
"AIFM3",
"FRG2DP",
"CHRNB1",
"APOO",
"DIPK2A",
"BTG2",
"ADGRF3",
"ANHX",
"FAM153B",
"KRTAP9-9",
"C12orf50",
"CLIP1-AS1",
"ATF3",
"MAGEA4",
"ASPDH",
"BTRC",
"AHNAK",
"DSCR8",
"CIB3",
"ARHGAP11B",
"AKAP4",
"HEATR6",
"ARID5B",
"FAM170A",
"CLCF1",
"ARL15",
"ACSF2",
"GCSAML-AS1",
"ABCA1",
"DPF2",
"ARHGAP27",
"CCK",
"FILIP1",
"CACNA1H",
"CIB4",
"ABLIM1",
"ACTG1P20",
"ANKRD30BL",
"EPX",
"ABCA3",
"ABHD17B",
"ARFGAP3",
"ARHGEF7",
"ALDH18A1",
"SNORD115-3",
"HSPA12B",
"AKR1B10",
"AP3S2",
"ART3",
"FAM182A",
"IL1A",
"AGR3",
"C14orf119",
"OR6C3",
"CATSPERB",
"TOMM40L",
"ANGPT1",
"OR10K2",
"CCDC88B",
"FAM110D",
"ANXA4",
"AMELX",
"CLDN3",
"EED",
"B3GNT5",
"ABCC10"
],
"Coefficient": [
0.1572998908456285,
-0.11072090341862581,
-0.10613907470695652,
-0.0399278220759536,
-0.03701102406510371,
-0.03509283453560901,
0.033628559817386126,
0.026237708084524605,
-0.02611547486717513,
-0.02388890094772615,
-0.023115950483118684,
-0.020728993365745702,
-0.017135259688289446,
0.01690934622553978,
0.01627867899007712,
-0.015983031635568638,
-0.015456177220960567,
-0.014375558966401095,
-0.014201787017047135,
-0.01291515314954128,
-0.012912958837796844,
-0.011650549498918517,
-0.011411512969981209,
-0.011346221123206436,
0.011161292541693547,
0.011031773310550452,
0.010578877599137223,
0.01045717209772085,
0.010218937249337357,
0.010024271804592923,
0.009398415435181846,
-0.009123438644686814,
0.008995338839731514,
-0.008968734822238865,
0.00889604111588775,
-0.0087635290551942,
0.008495043701555762,
0.008015203809302412,
0.007511602912708362,
0.007189297320021004,
0.007105926121584014,
0.0066083282265228,
-0.0064799178144712396,
-0.00637854103709634,
0.005737580017105944,
0.005431763291630563,
0.005359274165733417,
0.005292174580703515,
-0.005282955541881305,
-0.005213491718861693,
0.0052032692967105085,
-0.004895195273632244,
0.0048626290259001495,
0.004836466576514468,
-0.004777779084879698,
0.004575619969247849,
-0.004483203204033163,
0.004443325558623204,
-0.004432002171578086,
0.004357752374397489,
0.004179814908741236,
0.004125169166618126,
-0.003949099298324708,
-0.003699924501501803,
-0.00364462670769293,
0.0035754785940970133,
-0.003463522777967302,
-0.00346268369425606,
-0.003454422522701285,
-0.0033931045412009717,
-0.0033546456159405116,
0.0033369032088531236,
0.0032481533746399303,
-0.0031456670314073012,
-0.003102943487987283,
-0.0030833769152837248,
0.003046937400662866,
0.0028238537002766156,
0.0027828320241099205,
0.0026066529482859173,
-0.0025582357084549846,
0.002533933449275207,
-0.0024837928861720657,
-0.002391362660612417,
-0.0023502726128001245,
-0.0023111801056482444,
0.002203237312480954,
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0.0020175514803386302,
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-0.001775828896092942,
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0.001584785942599274,
0.0015471630204269878,
-0.0014451910024683794,
-0.0014021883717513692,
0.001304076098201697,
-0.0012825500197405834,
0.0011012096950758037,
0.0010791974272216505,
-0.001050243485660788,
-0.0009693223955421126,
0.000901179004506673,
-0.000869878553177042,
0.000846800935723639,
0.0007403802797443318,
0.0007207893535500335,
-0.0007177753068387004,
0.0006537921425594015,
-0.000619190785982032,
-0.0006186461351356677,
0.0006066609112605311,
0.0005880264462519652,
0.0005808535349779188,
-0.0005580441474250582,
-0.0005528068108878391,
0.0005352101583993939,
0.0005299153418561089,
0.0005262322757453189,
0.0005188156787238804,
-0.0005111574336162571,
0.0005041146539525729,
-0.00048791570476522324,
0.00048722872524988806,
-0.00046531843316189556,
0.00045624787498733536,
-0.00044287194345964457,
-0.0004393284384687227,
-0.00043629133717143297,
-0.0003986418962901037,
0.0003842559619794113,
0.0003794301370373356,
-0.0003765832166491411,
0.0003714457520866615,
0.000363783379860195,
0.00033654935479457323,
0.00032456849739047734,
0.0002961170692440939,
-0.0002925214410479387,
0.00027819561501712687,
0.00023831127403895264,
0.00023650182290409598,
0.0002176842976739726,
0.00021708588441685995,
0.00021322018921695923,
0.00020902276503190074,
-0.0002005261897116811,
0.00019173154079459782,
-0.0001891758434755878,
0.000184207452537935,
-0.0001799794894704474,
0.00017307518908158323,
-0.0001645811560680495,
0.00014914899345359507,
-0.0001476181362406417,
0.00014480868391720996,
-0.0001192817680148537,
0.00011485606577178163,
0.00011016014578506741,
-9.808356103175767e-05,
8.881168204625324e-05,
-8.529019916647536e-05,
-7.653600704476424e-05,
-7.550898663839873e-05,
3.8235481766104815e-05,
-3.308093734160501e-05,
-2.6082833385539532e-05,
-2.1809596744580268e-05,
1.3725180092997698e-05,
1.0376591117000189e-05,
8.71361033673711e-06,
1.8687631394687055e-06,
-9.255459278028266e-07
],
"Absolute Coefficient": [
0.1572998908456285,
0.11072090341862581,
0.10613907470695652,
0.0399278220759536,
0.03701102406510371,
0.03509283453560901,
0.033628559817386126,
0.026237708084524605,
0.02611547486717513,
0.02388890094772615,
0.023115950483118684,
0.020728993365745702,
0.017135259688289446,
0.01690934622553978,
0.01627867899007712,
0.015983031635568638,
0.015456177220960567,
0.014375558966401095,
0.014201787017047135,
0.01291515314954128,
0.012912958837796844,
0.011650549498918517,
0.011411512969981209,
0.011346221123206436,
0.011161292541693547,
0.011031773310550452,
0.010578877599137223,
0.01045717209772085,
0.010218937249337357,
0.010024271804592923,
0.009398415435181846,
0.009123438644686814,
0.008995338839731514,
0.008968734822238865,
0.00889604111588775,
0.0087635290551942,
0.008495043701555762,
0.008015203809302412,
0.007511602912708362,
0.007189297320021004,
0.007105926121584014,
0.0066083282265228,
0.0064799178144712396,
0.00637854103709634,
0.005737580017105944,
0.005431763291630563,
0.005359274165733417,
0.005292174580703515,
0.005282955541881305,
0.005213491718861693,
0.0052032692967105085,
0.004895195273632244,
0.0048626290259001495,
0.004836466576514468,
0.004777779084879698,
0.004575619969247849,
0.004483203204033163,
0.004443325558623204,
0.004432002171578086,
0.004357752374397489,
0.004179814908741236,
0.004125169166618126,
0.003949099298324708,
0.003699924501501803,
0.00364462670769293,
0.0035754785940970133,
0.003463522777967302,
0.00346268369425606,
0.003454422522701285,
0.0033931045412009717,
0.0033546456159405116,
0.0033369032088531236,
0.0032481533746399303,
0.0031456670314073012,
0.003102943487987283,
0.0030833769152837248,
0.003046937400662866,
0.0028238537002766156,
0.0027828320241099205,
0.0026066529482859173,
0.0025582357084549846,
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0.0023502726128001245,
0.0023111801056482444,
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0.002141284137545172,
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0.001775828896092942,
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0.000901179004506673,
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0.000846800935723639,
0.0007403802797443318,
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0.0007177753068387004,
0.0006537921425594015,
0.000619190785982032,
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0.0006066609112605311,
0.0005880264462519652,
0.0005808535349779188,
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0.0005528068108878391,
0.0005352101583993939,
0.0005299153418561089,
0.0005262322757453189,
0.0005188156787238804,
0.0005111574336162571,
0.0005041146539525729,
0.00048791570476522324,
0.00048722872524988806,
0.00046531843316189556,
0.00045624787498733536,
0.00044287194345964457,
0.0004393284384687227,
0.00043629133717143297,
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0.0003842559619794113,
0.0003794301370373356,
0.0003765832166491411,
0.0003714457520866615,
0.000363783379860195,
0.00033654935479457323,
0.00032456849739047734,
0.0002961170692440939,
0.0002925214410479387,
0.00027819561501712687,
0.00023831127403895264,
0.00023650182290409598,
0.0002176842976739726,
0.00021708588441685995,
0.00021322018921695923,
0.00020902276503190074,
0.0002005261897116811,
0.00019173154079459782,
0.0001891758434755878,
0.000184207452537935,
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0.0001192817680148537,
0.00011485606577178163,
0.00011016014578506741,
9.808356103175767e-05,
8.881168204625324e-05,
8.529019916647536e-05,
7.653600704476424e-05,
7.550898663839873e-05,
3.8235481766104815e-05,
3.308093734160501e-05,
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2.1809596744580268e-05,
1.3725180092997698e-05,
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8.71361033673711e-06,
1.8687631394687055e-06,
9.255459278028266e-07
]
},
"cv_performance": {
"prediction": {
"accuracy": 100.0,
"precision": 100.0,
"recall": 100.0,
"f1": 100.0
},
"selection": {
"precision": 0.5446929651336017,
"recall": 10.0,
"f1": 1.032786822191012,
"jaccard": 0.5197679760389639
}
}
} |