view scoring function/Fisher-Char.csv @ 5:2f5855ff5a04 draft

Uploaded

"Normalization Score"
"0.144704867915654"
"Characterzation Table"
"threshold","Truepositives","Falsenegatives","Sensitivity","TrueNegatives","FalsePositives","One_Minus_Specificity","Accuracy","MCC","EER","Precision","FalsePositiveRate","F_One_Half","F_One","F_Two"
100,0,954,0,11793,0,0,92.5158860908449,NA,0.0748411390915509,NA,0,NA,NA,NA
99,0,954,0,11793,0,0,92.5158860908449,NA,0.0748411390915509,NA,0,NA,NA,NA
98,1,953,0.0010482180293501,11793,0,0,92.5237310739782,0.0311423230048369,0.0747626892602181,1,0,0.00626304801670146,0.00209424083769634,0.00130992926381975
97,11,943,0.0115303983228512,11793,0,0,92.6021809053111,0.103327941938382,0.0739781909468895,1,0,0.0661322645290581,0.0227979274611399,0.0143715704206951
96,24,930,0.0251572327044025,11793,0,0,92.7041656860438,0.152703439481177,0.0729583431395622,1,0,0.137142857142857,0.049079754601227,0.03125
95,37,917,0.0387840670859539,11793,0,0,92.8061504667765,0.1896994399291,0.071938495332235,1,0,0.201451905626134,0.0746720484359233,0.0480145341292499
94,49,905,0.0513626834381551,11793,0,0,92.9002902643759,0.21840789871475,0.0709970973562407,1,0,0.255652173913043,0.0977068793619143,0.0633893919793014
93,65,889,0.0681341719077568,11793,0,0,93.0258099945085,0.251710171649072,0.0697419000549149,1,0,0.321252059308072,0.127576054955839,0.0837413037876836
92,87,867,0.0911949685534591,11793,0,0,93.1983996234408,0.291461191104915,0.0680160037655919,1,0,0.400921658986175,0.167146974063401,0.111452728670254
91,101,853,0.105870020964361,11793,0,0,93.3082293873068,0.314211488490889,0.0669177061269318,1,0,0.446244477172312,0.191469194312796,0.128925197855502
90,114,840,0.119496855345912,11793,0,0,93.4102141680395,0.333992826795271,0.0658978583196046,1,0,0.485106382978723,0.213483146067416,0.145038167938931
89,125,829,0.131027253668763,11793,0,0,93.4965089825057,0.349887865156516,0.0650349101749431,1,0,0.515818431911967,0.231696014828545,0.158589190560771
88,144,810,0.150943396226415,11793,0,0,93.6455636620381,0.375822034999865,0.0635443633796187,1,0,0.564705882352941,0.262295081967213,0.181818181818182
87,164,790,0.171907756813417,11793,0,0,93.8024633247039,0.40139114523649,0.0619753667529615,1,0,0.611180124223602,0.293381037567084,0.206030150753769
86,173,781,0.181341719077568,11793,0,0,93.8730681729034,0.412405345125289,0.0612693182709657,1,0,0.630619684082625,0.307009760425909,0.216846327400351
85,187,767,0.19601677148847,11792,1,8.47960654625224e-05,93.9750529536362,0.427696010190806,0.0602494704636385,0.99468085106383,8.47960654625625e-05,0.65767878077374,0.327495621716287,0.233516483516484
84,198,756,0.207547169811321,11791,2,0.000169592130925156,94.053502784969,0.439099747221201,0.0594649721503099,0.99,0.000169592130925125,0.677309007981756,0.34315424610052,0.246513944223108
83,206,748,0.215932914046122,11791,2,0.000169592130925156,94.1162626500353,0.448126717902283,0.058837373499647,0.990384615384615,0.000169592130925125,0.692049272116461,0.354561101549053,0.25596421471173
82,221,733,0.231656184486373,11791,2,0.000169592130925156,94.2339373970346,0.464609640985605,0.057660626029654,0.991031390134529,0.000169592130925125,0.71830985915493,0.37553101104503,0.273582569943055
81,232,722,0.243186582809224,11790,3,0.000254388196387678,94.3123872283675,0.475197460606493,0.0568761277163254,0.987234042553191,0.000254388196387688,0.734952481520591,0.390243902439024,0.286349049617378
80,241,713,0.252620545073375,11790,3,0.000254388196387678,94.382992076567,0.484635721616722,0.0561700792343296,0.987704918032787,0.000254388196387688,0.749222797927461,0.402337228714524,0.29679802955665
79,250,704,0.262054507337526,11790,3,0.000254388196387678,94.4535969247666,0.493906981519595,0.0554640307523339,0.988142292490119,0.000254388196387688,0.762970498474059,0.414250207125104,0.307200786434013
78,259,695,0.271488469601677,11790,3,0.000254388196387678,94.5242017729662,0.503020490877378,0.0547579822703381,0.988549618320611,0.000254388196387688,0.776223776223776,0.425986842105263,0.317557626287396
77,271,683,0.284067085953878,11789,4,0.000339184261850201,94.6104965874323,0.513870852846297,0.0538950341256766,0.985454545454545,0.00033918426185025,0.791626095423564,0.441008950366151,0.331214861891958
76,281,673,0.294549266247379,11789,4,0.000339184261850201,94.6889464187652,0.523633694106631,0.053110535812348,0.985964912280702,0.00033918426185025,0.805157593123209,0.453591606133979,0.342599366008291
75,289,665,0.30293501048218,11789,4,0.000339184261850201,94.7517062838315,0.531325952135103,0.0524829371616851,0.986348122866894,0.00033918426185025,0.815616180620884,0.463512429831596,0.35166707228036
74,295,659,0.309224318658281,11788,5,0.000423980327312834,94.7909311994979,0.536007827614162,0.0520906880050208,0.983333333333333,0.000423980327312813,0.821727019498607,0.470494417862839,0.358357628765792
73,300,654,0.314465408805031,11786,7,0.00059357245823799,94.8144661488978,0.538715296187918,0.0518553385110222,0.977198697068404,0.000593572458237938,0.824931255728689,0.475812846946868,0.363812757700703
72,308,646,0.322851153039832,11786,7,0.00059357245823799,94.8772260139641,0.546215099072315,0.0512277398603593,0.977777777777778,0.000593572458237938,0.834688346883469,0.485421591804571,0.37279109174534
71,319,635,0.334381551362683,11786,7,0.00059357245823799,94.9635208284302,0.556377998139513,0.0503647917156978,0.978527607361963,0.000593572458237938,0.847652790079717,0.4984375,0.385079671656205
70,326,628,0.341719077568134,11785,8,0.000678368523700512,95.0105907272299,0.561798982228742,0.0498940927277006,0.976047904191617,0.0006783685237005,0.85414847161572,0.506211180124224,0.392771084337349
69,334,620,0.350104821802935,11784,9,0.000763164589163035,95.0655056091629,0.568079050757955,0.0493449439083706,0.973760932944606,0.000763164589163063,0.861564918314703,0.515034695451041,0.401538831449868
68,341,613,0.357442348008386,11782,11,0.00093275672008819,95.1047305248294,0.572483478365854,0.0489526947517063,0.96875,0.000932756720088188,0.866215071972904,0.522205206738132,0.409069097888676
67,347,607,0.363731656184486,11782,11,0.00093275672008819,95.1518004236291,0.57782011689939,0.0484819957637091,0.96927374301676,0.000932756720088188,0.872590108968986,0.528963414634146,0.415668423574509
66,362,592,0.379454926624738,11780,13,0.00110234885101335,95.2537852043618,0.589179251456947,0.0474621479563819,0.965333333333333,0.00110234885101331,0.885085574572127,0.54477050413845,0.431877833452637
65,375,579,0.393081761006289,11779,14,0.00118714491647587,95.3479250019612,0.599524226778345,0.0465207499803875,0.96401028277635,0.00118714491647588,0.896414342629482,0.558451228592703,0.44589774078478
64,384,570,0.40251572327044,11779,14,0.00118714491647587,95.4185298501608,0.607196125871009,0.0458147014983918,0.964824120603015,0.00118714491647588,0.904948939512961,0.568047337278107,0.45562411010916
63,392,562,0.410901467505241,11778,15,0.00127194098193839,95.4734447320938,0.613087985758151,0.0452655526790617,0.963144963144963,0.00127194098193844,0.910921766072812,0.576047024246877,0.464125029599811
62,399,555,0.418238993710692,11778,15,0.00127194098193839,95.5283596140268,0.618947111076302,0.0447164038597317,0.963768115942029,0.00127194098193844,0.917241379310345,0.583333333333333,0.471631205673759
61,404,550,0.423480083857442,11777,16,0.00135673704740102,95.55973954656,0.622260690006658,0.0444026045344003,0.961904761904762,0.001356737047401,0.920273348519362,0.58806404657933,0.476864966949953
60,413,541,0.432914046121593,11775,18,0.00152632917832618,95.614654428493,0.628030356827914,0.0438534557150702,0.958236658932715,0.00152632917832613,0.925317401045556,0.596389891696751,0.486225570991288
59,419,535,0.439203354297694,11773,20,0.00169592130925122,95.6460343610261,0.631314506164305,0.0435396563897388,0.954441913439636,0.00169592130925125,0.927675276752767,0.601579325197416,0.492361927144536
58,429,525,0.449685534591195,11772,21,0.00178071737471386,95.7166392092257,0.638654867542794,0.042833607907743,0.953333333333333,0.00178071737471381,0.934640522875817,0.611111111111111,0.5028129395218
57,434,520,0.454926624737945,11771,22,0.00186551344017638,95.7480191417588,0.641899580517311,0.0425198085824115,0.951754385964912,0.00186551344017638,0.937365010799136,0.615602836879433,0.507958801498127
56,443,511,0.464360587002096,11768,25,0.00211990163656406,95.7950890405586,0.64677031511534,0.0420491095944144,0.946581196581197,0.00211990163656406,0.940552016985138,0.623066104078762,0.517040149393091
55,448,506,0.469601677148847,11766,27,0.00228949376748921,95.8186239899584,0.649215622885329,0.0418137601004158,0.943157894736842,0.00228949376748919,0.941836019621584,0.627011896431071,0.522022838499184
54,460,494,0.482180293501048,11763,30,0.00254388196387689,95.889228838158,0.656460121272655,0.04110771161842,0.938775510204082,0.00254388196387688,0.947151681537406,0.637119113573407,0.534138411518811
53,464,490,0.486373165618449,11763,30,0.00254388196387689,95.9206087706911,0.65961997054283,0.0407939122930886,0.939271255060729,0.00254388196387688,0.950170648464164,0.640883977900552,0.538283062645012
52,471,483,0.493710691823899,11760,33,0.00279827016026457,95.9519887032243,0.662874274709443,0.0404801129677571,0.93452380952381,0.00279827016026456,0.951515151515152,0.646090534979424,0.545138888888889
51,477,477,0.5,11757,36,0.00305265835665225,95.9755236526241,0.665355555927331,0.0402447634737585,0.929824561403509,0.00305265835665225,0.952095808383234,0.650306748466258,0.550935550935551
50,483,471,0.506289308176101,11752,41,0.00347663868396508,95.9833686357574,0.666404620261938,0.0401663136424257,0.92175572519084,0.00347663868396506,0.950163934426229,0.653585926928281,0.556451612903226
49,488,466,0.511530398322851,11752,41,0.00347663868396508,96.0225935514239,0.670298287326239,0.0397740644857614,0.922495274102079,0.00347663868396506,0.953745928338762,0.658125421443021,0.56156501726122
48,499,455,0.523060796645702,11751,42,0.00356143474942761,96.1010433827567,0.678087970164342,0.0389895661724327,0.922365988909427,0.00356143474942763,0.960230917254651,0.667558528428094,0.572641725958228
47,503,451,0.527253668763103,11751,42,0.00356143474942761,96.1324233152899,0.681159328733618,0.0386757668471013,0.922935779816514,0.00356143474942763,0.962986598596043,0.671114076050701,0.576702591148819
46,508,446,0.532494758909853,11747,46,0.00390061901127792,96.1402682984232,0.682179259839217,0.0385973170157684,0.916967509025271,0.00390061901127788,0.961514195583596,0.673740053050398,0.581235697940503
45,513,441,0.537735849056604,11742,51,0.00432459933859064,96.1402682984232,0.682545854548147,0.0385973170157684,0.909574468085106,0.00432459933859069,0.958878504672897,0.675889328063241,0.585616438356164
44,516,438,0.540880503144654,11738,55,0.00466378360044095,96.1324233152899,0.682112980547925,0.0386757668471013,0.903677758318739,0.00466378360044094,0.956145768993206,0.67672131147541,0.588101208114885
43,521,433,0.546121593291405,11732,61,0.00517255999321631,96.1245783321566,0.681906981229273,0.0387542166784341,0.895189003436426,0.00517255999321631,0.952468007312614,0.678385416666667,0.59231468849477
42,529,425,0.554507337526205,11729,64,0.00542694818960399,96.163803247823,0.686017677522176,0.0383619675217698,0.892074198988196,0.005426948189604,0.95429945880938,0.683904330963155,0.599909276479927
41,532,422,0.557651991614256,11729,64,0.00542694818960399,96.1873381972229,0.688292907405494,0.0381266180277712,0.89261744966443,0.005426948189604,0.956261234272019,0.686451612903226,0.602901178603808
40,540,414,0.566037735849057,11727,66,0.00559654032052914,96.2344080960226,0.69303129414001,0.0376559190397741,0.891089108910891,0.00559654032052913,0.959147424511545,0.692307692307692,0.610583446404342
39,545,409,0.571278825995807,11720,73,0.00619011277876702,96.218718129756,0.692303032672653,0.0378128187024398,0.881877022653722,0.00619011277876706,0.95446584938704,0.693384223918575,0.614569237708615
38,552,402,0.578616352201258,11717,76,0.0064445009751547,96.2500980622892,0.695664129300273,0.0374990193771083,0.878980891719745,0.00644450097515475,0.955568378534334,0.697850821744627,0.621062106210621
37,558,396,0.584905660377358,11716,77,0.00652929704061733,96.2893229779556,0.699523129900959,0.037106770220444,0.878740157480315,0.00652929704061731,0.958214081282198,0.702328508495909,0.626825432487082
36,564,390,0.591194968553459,11711,82,0.00695327736793017,96.2971679610889,0.700893434669768,0.0370283203891112,0.873065015479876,0.00695327736793013,0.956472583380441,0.705,0.632003585835948
35,567,387,0.594339622641509,11706,87,0.00737725769524289,96.2814779948223,0.700068750128069,0.0371852200517769,0.86697247706422,0.00737725769524294,0.952941176470588,0.705223880597015,0.634228187919463
34,573,381,0.60062893081761,11695,98,0.00831001441533108,96.2422530791559,0.697941667840229,0.0375774692084412,0.853949329359165,0.00831001441533113,0.94502473886751,0.705230769230769,0.638511254735904
33,585,369,0.613207547169811,11692,101,0.00856440261171887,96.3128579273555,0.705069215786422,0.0368714207264454,0.852769679300292,0.00856440261171882,0.949161709031909,0.713414634146342,0.649711239449134
32,592,362,0.620545073375262,11682,111,0.00941236326634443,96.2893229779556,0.704464041686822,0.037106770220444,0.842105263157895,0.00941236326634444,0.943175783324482,0.714544357272179,0.655012170834255
31,597,357,0.625786163522013,11671,122,0.0103451199864326,96.2422530791559,0.701958823692179,0.0375774692084412,0.830319888734353,0.0103451199864326,0.935248041775457,0.713687985654513,0.658213891951488
30,602,352,0.631027253668763,11665,128,0.010853896379208,96.2344080960226,0.702327996739568,0.0376559190397741,0.824657534246575,0.010853896379208,0.93236964377904,0.714964370546318,0.662120545534536
29,606,348,0.635220125786163,11655,138,0.0117018570338336,96.1873381972229,0.699848680950982,0.0381266180277712,0.814516129032258,0.0117018570338336,0.925190839694657,0.713780918727915,0.664473684210526
28,614,340,0.643605870020964,11645,148,0.0125498176884593,96.1716482309563,0.700418757404898,0.038283517690437,0.805774278215223,0.0125498176884593,0.920539730134933,0.715617715617716,0.670598514635212
27,619,335,0.648846960167715,11634,159,0.0134825744085475,96.1245783321566,0.69837787494832,0.0387542166784341,0.795629820051414,0.0134825744085474,0.91342843089031,0.714780600461894,0.673704832390074
26,626,328,0.656184486373166,11617,176,0.014924107521411,96.0461285008237,0.694929075456008,0.0395387149917628,0.780548628428928,0.014924107521411,0.902450744834214,0.712984054669704,0.677782589865743
25,633,321,0.663522012578616,11608,185,0.0156872721105741,96.0304385345571,0.695619742125523,0.0396956146544285,0.773838630806846,0.0156872721105741,0.898722195929958,0.714446952595937,0.682995252481657
24,638,316,0.668763102725367,11601,192,0.016280844568812,96.0147485682906,0.695877072727485,0.0398525143170942,0.768674698795181,0.016280844568812,0.895648104819841,0.715246636771301,0.686612139474817
23,645,309,0.676100628930818,11585,208,0.017637581616213,95.944143720091,0.69339269423268,0.04055856279909,0.756154747948417,0.017637581616213,0.886394869445717,0.713890426120642,0.690726065538659
22,649,305,0.680293501048218,11574,219,0.0185703383363012,95.889228838158,0.691214547192333,0.04110771161842,0.747695852534562,0.0185703383363012,0.879801174875734,0.712403951701427,0.692783945345858
21,656,298,0.687631027253669,11566,227,0.0192487068600017,95.8813838550247,0.692652441725737,0.0411861614497529,0.742921857304643,0.0192487068600017,0.877396344181899,0.714207947740882,0.69802085550117
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