Mercurial > repos > jfb > kinatest_scoring_function
changeset 13:3ef6de42310d draft
Uploaded
| author | jfb |
|---|---|
| date | Thu, 03 Oct 2019 14:26:32 -0400 |
| parents | 3437c03bb21e |
| children | 6897a83b9096 |
| files | scoring function/Fisher-Char.csv scoring function/Fisher-Table.csv |
| diffstat | 2 files changed, 0 insertions(+), 212 deletions(-) [+] |
line wrap: on
line diff
--- a/scoring function/Fisher-Char.csv Thu Oct 03 11:00:05 2019 -0400 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,124 +0,0 @@ -"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 -20,666,288,0.69811320754717,11551,242,0.0205206478419402,95.8421589393583,0.693193578110284,0.0415784106064172,0.733480176211454,0.0205206478419401,0.871347579590057,0.715359828141783,0.704911092294665 -19,667,287,0.69916142557652,11527,266,0.0225557534130416,95.6617243272927,0.683569482600241,0.043382756727073,0.714898177920686,0.0225557534130416,0.854033290653009,0.706942236354001,0.702253105917035 -18,671,283,0.70335429769392,11512,281,0.0238276943949801,95.5754295128265,0.680182342910866,0.0442457048717345,0.704831932773109,0.0238276943949801,0.845443091138177,0.704092339979014,0.703649328859061 -17,680,274,0.712788259958071,11484,309,0.0262019842279319,95.4263748332941,0.675330836913271,0.0457362516670589,0.687563195146613,0.0262019842279318,0.830957230142566,0.699948533196089,0.707596253902185 -16,684,270,0.716981132075472,11459,334,0.0283218858644959,95.2616301874951,0.668476796941162,0.047383698125049,0.671905697445973,0.0283218858644959,0.816553919617986,0.693711967545639,0.707488622258999 -15,694,260,0.727463312368973,11432,361,0.0306113796319851,95.1282654742292,0.665512492855788,0.0487173452577077,0.65781990521327,0.0306113796319851,0.804793196752996,0.690890990542559,0.712379388215972 -14,700,254,0.733752620545073,11396,397,0.0336640379886374,94.8929159802306,0.656860361736339,0.0510708401976936,0.638103919781221,0.0336640379886373,0.786222388618495,0.68259385665529,0.712395684917566 -13,715,239,0.749475890985325,11359,434,0.0368014924107521,94.7203263512983,0.654826019813682,0.0527967364870166,0.622280243690165,0.0368014924107521,0.772972972972973,0.67998097955302,0.720040281973817 -12,730,224,0.765199161425577,11311,482,0.0408717035529551,94.4614419078999,0.64977227422877,0.055385580921001,0.602310231023102,0.0408717035529551,0.754912099276112,0.674053554939982,0.72593476531424 -11,738,216,0.773584905660377,11255,538,0.0456202832188587,94.0848827175022,0.638220329100154,0.0591511728249784,0.578369905956113,0.0456202832188586,0.730934301749752,0.661883408071749,0.724666142969364 -10,749,205,0.785115303983228,11177,616,0.0522343763249385,93.559268847572,0.623654614580259,0.0644073115242802,0.548717948717949,0.0522343763249385,0.700654817586529,0.645968089693834,0.722833429839799 -9,759,195,0.79559748427673,11106,687,0.0582548969727804,93.0807248764415,0.611805069396605,0.0691927512355848,0.524896265560166,0.0582548969727805,0.67586821015138,0.6325,0.721208665906499 -8,770,184,0.807127882599581,11004,789,0.0669040956499618,92.3668314113125,0.594497574578911,0.0763316858868753,0.493906350224503,0.0669040956499618,0.642559109874826,0.612813370473538,0.716279069767442 -7,786,168,0.823899371069182,10897,896,0.075977274654456,91.6529379461834,0.581505726450504,0.0834706205381658,0.467300832342449,0.075977274654456,0.613902629523562,0.596358118361153,0.714805383775919 -6,807,147,0.845911949685535,10760,1033,0.0875943356228271,90.7429199027222,0.567774537726394,0.0925708009727779,0.438586956521739,0.0875943356228271,0.582391147462112,0.577666428060129,0.713401697312589 -5,822,132,0.861635220125786,10567,1226,0.103959976257102,89.3465129049973,0.542916279305392,0.106534870950027,0.4013671875,0.103959976257102,0.539252132079598,0.54763491005996,0.700886766712142 -4,839,115,0.879454926624738,10285,1508,0.127872466717544,87.2675923746764,0.510257924678328,0.127324076253236,0.357477631018321,0.127872466717544,0.486753045832528,0.508330808845804,0.680674995943534 -3,861,93,0.90251572327044,9927,1866,0.158229458153142,84.6316780418922,0.4775841571824,0.153683219581078,0.315731573157316,0.158229458153142,0.435508345978756,0.467807660961695,0.657955066483265 -2,891,63,0.933962264150943,9275,2518,0.213516492834733,79.7520985329882,0.428299135508005,0.202479014670118,0.261366969785861,0.213516492834732,0.366415352981494,0.408434563373825,0.616608996539792 -1,927,27,0.971698113207547,7932,3861,0.327397608750954,69.498705577783,0.350080954785325,0.30501294422217,0.193609022556391,0.327397608750954,0.276633840644584,0.322884012539185,0.538702928870293 -0.9,931,23,0.975890985324948,7726,4067,0.344865598236242,67.9140189848592,0.340104369977249,0.320859810151408,0.186274509803922,0.344865598236242,0.266685763391578,0.312836021505376,0.528137054685727 -0.8,934,20,0.979035639412998,7471,4322,0.366488594929195,65.937083235271,0.327437343758116,0.34062916764729,0.177701674277017,0.366488594929195,0.254982254982255,0.300805152979066,0.514770723104056 -0.7,937,17,0.982180293501048,7209,4584,0.388705164080387,63.9052326037499,0.315159939373247,0.360947673962501,0.169715631226227,0.388705164080387,0.244031599965275,0.289420849420849,0.501767162900289 -0.6,942,12,0.987421383647799,6897,4896,0.415161536504706,61.496822781831,0.302231669024383,0.38503177218169,0.161356628982528,0.415161536504706,0.23253517649963,0.277385159010601,0.487880671224363 -0.5,944,10,0.989517819706499,6518,5275,0.447299245315017,58.5392641405821,0.285437070953977,0.414607358594179,0.15179289274803,0.447299245315017,0.219279907084785,0.263209256935731,0.470353761833582 -0.4,947,7,0.992662473794549,6071,5722,0.485203086576783,55.056091629403,0.267347988425251,0.44943908370597,0.142000299895037,0.485203086576783,0.205646036916395,0.248458612094976,0.451597520267048 -0.3,950,4,0.9958071278826,5465,6328,0.536589502247096,50.3255668000314,0.244143349230549,0.496744331999686,0.130530365485023,0.536589502247096,0.189582917581321,0.230806608357629,0.428159365422751 -0.2,952,2,0.9979035639413,4632,7161,0.60722462477741,43.8063858162705,0.213716268952264,0.561936141837295,0.117342536669543,0.60722462477741,0.170987247799796,0.209992279695599,0.399027579847431 -0.1,954,0,1,3453,8340,0.707199185957772,34.5728406683926,0.173364029679674,0.654271593316074,0.102646868947708,0.707199185957772,0.150118017309205,0.186182669789227,0.363844393592677 -0.09,954,0,1,3303,8490,0.719918595777156,33.3960931983996,0.168204780936832,0.666039068016004,0.101016518424396,0.719918595777156,0.147792408985283,0.183496826312752,0.35972850678733 -0.08,954,0,1,3128,8665,0.734757907233104,32.0232211500745,0.162192380466798,0.679767788499255,0.0991787088054891,0.734757907233104,0.145168653309663,0.180459661401684,0.355042798660216 -0.07,954,0,1,2941,8852,0.750614771474604,30.55620930415,0.155762749931057,0.6944379069585,0.0972873750764838,0.750614771474604,0.142466026183484,0.177323420074349,0.350168844516224 -0.06,954,0,1,2742,9051,0.767489188501653,28.995057660626,0.148897435148646,0.71004942339374,0.095352323838081,0.767489188501653,0.139698345292136,0.17410347659458,0.345126980681571 -0.05,954,0,1,2510,9283,0.787161875688968,27.1750215737036,0.140835632052801,0.728249784262964,0.0931913646576145,0.787161875688968,0.136604458021097,0.170494147082477,0.339429303351597 -0.04,954,0,1,2254,9539,0.808869668447384,25.1667058915823,0.131822382767905,0.748332941084177,0.0909177546936053,0.808869668447384,0.133345757815776,0.166681226522233,0.333356628695227 -0.03,954,0,1,2003,9790,0.830153480878487,23.1976151251275,0.122805979361026,0.768023848748725,0.0887937453462398,0.830153480878487,0.130298201684498,0.163104804240041,0.32760989010989 -0.02,954,0,1,1660,10133,0.859238531332146,20.5067859104103,0.110054817596793,0.794932140895897,0.0860467213854063,0.859238531332146,0.126352037437641,0.158458599784071,0.320069784607126 -0.01,954,0,1,1236,10557,0.895192063088273,17.1805130618969,0.0931997498068965,0.828194869381031,0.0828772478498827,0.895192063088273,0.121792416698583,0.153068592057762,0.311215502055197 -0,954,0,1,2,11791,0.999830407869075,7.49980387542167,0.00356292857294305,0.925001961245783,0.0748528834837191,0.999830407869075,0.110216813648092,0.139280239433535,0.288026085381318 --0.1,954,0,1,2,11791,0.999830407869075,7.49980387542167,0.00356292857294305,0.925001961245783,0.0748528834837191,0.999830407869075,0.110216813648092,0.139280239433535,0.288026085381318
--- a/scoring function/Fisher-Table.csv Thu Oct 03 11:00:05 2019 -0400 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,88 +0,0 @@ -"Fisher Odds, only significant ones" -"A",0.45340758779271,0.655627376365787,0.71057968549539,1,1,1,0.661475174634559,1,3.03585759888931,1.51459592041551,1,1.34017319444569,1,1,1 -"C",0,0.345209441541176,1,0.439204781206491,1,1,0.352417894571245,1,1,1,1,1,1,1,1 -"D",0.594344633886148,1,1,1,1.66384233276824,1,1,1,0.684008070280575,0.662015100187512,0.106442479722756,1,1,0.46316688049323,0.549966497154065 -"E",0.292663597118304,0.583743651981213,0.68785363302483,1,1.73531930467867,1,1,1,1,0.699013291179544,0.250510064922151,0.570840777287419,0.578425718913143,0.463622230477107,0.346051999957002 -"F",0.299928538715751,0.310436870652965,0.546211326676489,0.466014130557673,1,0.392669958184368,0.597097123689267,1,0.541570812223002,1,1,1,1,1,0.507835584012799 -"G",0.507623945499749,0.560540490034444,0.593549904924849,1,1,1,0.60671232074634,1,1.769935997282,0.659419442533899,1,1.45462269351531,1,1,1 -"H",1,1,1,1,1,1,2.50389609103775,1,1,1,1,1,1.65900481512235,1,1 -"I",0.403090488413341,0.307889860478955,0.547600827640001,0.345511377655714,0.60283010288607,1,3.05823613451316,1,0.515194263689111,1,1,0.633369164396449,1,1,0.396867085826232 -"K",1,1,1,1,1,0.458383240093005,0.1287096104636,1,0.701009912366299,0.288631636584031,0.455674501541205,1,1.35612696686909,1.55717575281757,1.76729652730069 -"L",0.339323960452766,0.427863792799034,0.58257580990574,0.683316669661594,0.47870380329021,0.70501086022765,1.27917299735765,1,0.525203302996324,0.629753643787753,1.4239312668024,1,0.604968180719687,1,0.348509548422124 -"M",0.118175538397184,1,1,1,0.452657007403625,0.475486293211633,0.521956307038838,1,1,1,1,1,1,1,1 -"N",0.41425029242714,1,1,1,1,1,1,1,0.67828428617815,1.41228957959503,1,1,1.44652110748644,1,1 -"P",0.577837665797938,0.549821083126844,1,1,1,1,0.64579936166802,1,0.045523732528101,1,2.94555559055344,1,1,1,1 -"Q",0.518539374013132,1,1,1,1,1,1,1,1.79387423793372,1.74580554895124,0.418050638841107,1.52022365407306,1,1.48950328454724,1.7938685808038 -"R",0.35739315300058,0.234281870411409,1,0.473603694865266,0.253577019829549,0.0961602178021488,0.112752320370177,1,0.624891558617653,0.244684557040745,0.652593952330456,1,1.532364865378,1.55521688109415,1.65583207772368 -"S",0.653865883150467,1,0.686753635902289,1,1,1,0.383691710807265,1,1.44652913016801,1.77550892638296,1,1.57586881623192,1.37373064173574,1,1 -"T",0.598575452086606,1,1,1,1,1.38585946627246,1,1,1,1.42838786961092,1,1.68907801656503,1,1,0.558290684266478 -"V",0.421531121464353,1,1,0.388912326878284,0.593625698898935,1,2.05383252772703,1,0.628206316369443,1.90581441973588,1.51079096904443,1,1,0.567107694598072,1 -"W",0,0,1,0,0.0920717790410791,0.137486618706072,0.172105344749846,1,0.330200515876214,1,1,1,1,1,1 -"Y",0.0927835451424165,0.392260258007587,0.389966359737425,1,0.23839662456134,0.19308426038567,0.602131676639123,1,1,1,1,1,1,1,0.519682643132409 -"O",1.62273665634627,1.55349187509736,1.55945112858584,1.50054591916817,1.43582150640241,1,0.340533394157341,1,1,1,0.590441361088773,0.631741799315981,0.814063968142815,1,1.16231438005455 -"Fisher Odds" -"A",0.45340758779271,0.655627376365787,0.71057968549539,0.922214710541857,1.12643960007807,1.22199406131933,0.661475174634559,0,3.03585759888931,1.51459592041551,1.15534418367196,1.34017319444569,0.994904775595518,1.16836795794878,0.709896564912449 -"C",0,0.345209441541176,1.00146440899469,0.439204781206491,0.480018086191882,0.997249605052092,0.352417894571245,0,1.32075646428044,0.955276553953329,0.563859656272759,1.2716137634101,0.841492271928643,0.78142523113654,0.672574792091774 -"D",0.594344633886148,0.952808800174973,0.686928651324403,1.18868652765991,1.66384233276824,1.15692657056969,0.934463963606677,0,0.684008070280575,0.662015100187512,0.106442479722756,0.734519203364876,0.936217223907015,0.46316688049323,0.549966497154065 -"E",0.292663597118304,0.583743651981213,0.68785363302483,1.1265094031077,1.73531930467867,1.07249791413733,1.13107495559908,0,0.96623246499136,0.699013291179544,0.250510064922151,0.570840777287419,0.578425718913143,0.463622230477107,0.346051999957002 -"F",0.299928538715751,0.310436870652965,0.546211326676489,0.466014130557673,0.786173840591484,0.392669958184368,0.597097123689267,0,0.541570812223002,1.14025623990977,1.33456375459935,1.12509677457591,0.7909011886725,0.823364953389586,0.507835584012799 -"G",0.507623945499749,0.560540490034444,0.593549904924849,1.08108662991003,1.15312317584951,1.17455637210185,0.60671232074634,0,1.769935997282,0.659419442533899,1.20886175292124,1.45462269351531,1.28384595848778,1.17651265461784,1.22400189812534 -"H",1.06161834350655,0.829647555881127,1.14632381747378,0.843829227903791,0.804711293965485,0.812483046296746,2.50389609103775,0,1.31717753679806,0.880516883761574,1.25576102098903,1.39486272896194,1.65900481512235,0.895221012648818,0.829172706913636 -"I",0.403090488413341,0.307889860478955,0.547600827640001,0.345511377655714,0.60283010288607,1.06502458414797,3.05823613451316,0,0.515194263689111,0.983533323170006,1.30976800635371,0.633369164396449,0.827648825436973,1.01259301227402,0.396867085826232 -"K",0.944387692425091,0.929203747855006,1.25526681817062,1.32378550619037,0.729068306928405,0.458383240093005,0.1287096104636,0,0.701009912366299,0.288631636584031,0.455674501541205,0.899944703333995,1.35612696686909,1.55717575281757,1.76729652730069 -"L",0.339323960452766,0.427863792799034,0.58257580990574,0.683316669661594,0.47870380329021,0.70501086022765,1.27917299735765,0,0.525203302996324,0.629753643787753,1.4239312668024,0.900495134650443,0.604968180719687,0.933173296430511,0.348509548422124 -"M",0.118175538397184,0.495966125200343,0.61995797975691,0.840494069402298,0.452657007403625,0.475486293211633,0.521956307038838,0,0.940489237705207,0.73835079820529,0.867938423508018,0.817865524078344,0.558674729059348,0.870425670742957,0.577253020014265 -"N",0.41425029242714,0.62672463689262,0.998173808573264,0.759443067620342,0.903753997094985,1.03307548051044,0.828482496351073,0,0.67828428617815,1.41228957959503,0.91706549976206,1.36679973645184,1.44652110748644,0.689482489174315,0.821022682443577 -"P",0.577837665797938,0.549821083126844,0.740919343516351,0.770139051635869,0.6927308220805,1.14167832972705,0.64579936166802,0,0.045523732528101,0.972088727222076,2.94555559055344,0.989043492442578,1.20122030078686,1.25296633572794,1.1893850219277 -"Q",0.518539374013132,0.802432769611623,0.861781367319831,0.926780393767533,1.28552194407569,1.26572770503605,1.05580424108065,0,1.79387423793372,1.74580554895124,0.418050638841107,1.52022365407306,1.21940384315144,1.48950328454724,1.7938685808038 -"R",0.35739315300058,0.234281870411409,0.541388383366194,0.473603694865266,0.253577019829549,0.0961602178021488,0.112752320370177,0,0.624891558617653,0.244684557040745,0.652593952330456,1.05971247338429,1.532364865378,1.55521688109415,1.65583207772368 -"S",0.653865883150467,0.754885697926826,0.686753635902289,1.09211624359161,1.00633788423854,1.2692536853927,0.383691710807265,0,1.44652913016801,1.77550892638296,1.01148709579765,1.57586881623192,1.37373064173574,1.08086627756085,1.15552922391963 -"T",0.598575452086606,0.752086264509973,0.67245898629978,0.835126932238733,0.826061341883655,1.38585946627246,1.11590604729561,0,0.746662943878042,1.42838786961092,1.30684268962569,1.68907801656503,1.13002038376917,0.841024377853835,0.558290684266478 -"V",0.421531121464353,0.970619816173662,0.792683727934684,0.388912326878284,0.593625698898935,1.02339787910369,2.05383252772703,0,0.628206316369443,1.90581441973588,1.51079096904443,1.01462246543796,1.06001443680237,0.567107694598072,0.892559459653104 -"W",0,0,0.696742262389045,0,0.0920717790410791,0.137486618706072,0.172105344749846,0,0.330200515876214,0.602395844986505,1.0721254249659,1.04752854017852,0.565172656703492,0.410518424648882,0.616812356135834 -"Y",0.0927835451424165,0.392260258007587,0.389966359737425,0.682242253206045,0.23839662456134,0.19308426038567,0.602131676639123,1,0.798606406479703,0.830902492394536,1.20198821321214,0.751393738400735,1.06161643889174,0.856348436354035,0.519682643132409 -"O",1.62273665634627,1.55349187509736,1.55945112858584,1.50054591916817,1.43582150640241,1.12941217384601,0.340533394157341,0,0,0.970441659606737,0.590441361088773,0.631741799315981,0.814063968142815,1.02563492815739,1.16231438005455 -"Fisher p.values" -"A",0.000389826710130335,0.0327368658645174,0.0452053691024396,0.669008681583042,0.362132435380356,0.103331260060692,0.00825776983034901,1,7.43969980614286e-31,0.000482326146323337,0.305095171610973,0.027624037586927,1,0.277884959331584,0.10590823809763 -"C",0.000143079450572606,0.0213920668178831,1,0.0350468458683964,0.0554781748825758,1,0.0120821385032086,1,0.220298647084307,1,0.128732618324511,0.341002124981144,0.76481676387629,0.629347489537397,0.487653093058884 -"D",0.0283183101699956,0.862240487212957,0.0544386758581757,0.219977532916948,0.000157540127781444,0.254728589839052,0.695370027470111,1,0.0202288702974748,0.0160410338313799,6.93888709568786e-14,0.126567933856625,0.806269367729658,0.00064531415473433,0.0108326821287396 -"E",4.60280745085744e-06,0.00544134361487959,0.0251295360399883,0.388576934349702,2.36190796930178e-06,0.542597782545762,0.310244697730318,1,0.848333540661893,0.0135104504091394,4.10896207523466e-11,0.00238283236803068,0.00174391101909939,0.000142541937762824,5.37854010967021e-06 -"F",0.000195117255194757,0.000360730546216837,0.0248287824073219,0.00114096026425838,0.268474921901685,0.000671126281780364,0.00996005972983001,1,0.00279594728219426,0.427352446404836,0.0823362148506912,0.511646617693389,0.325019971943103,0.517358475933328,0.0242783447732081 -"G",0.00185389287862579,0.00235700069752036,0.00540504980805007,0.532636074700716,0.264960077513497,0.186928084713676,0.000982740476455964,1,2.44336356158044e-08,0.00663494938367394,0.169074388664074,0.00297908599733824,0.0636652674785833,0.267280900016606,0.197991271544522 -"H",0.77012968222605,0.603253429841669,0.519870400817199,0.624658288220987,0.486304379953646,0.442805097880967,2.22236504089957e-09,1,0.145723104868765,0.731719436484239,0.316716097443028,0.104179873805633,0.0147907530231579,0.801416446116102,0.671465650035222 -"I",0.000867113331144932,3.58088747770738e-05,0.00722968283854512,1.28699025768663e-05,0.0135170545595194,0.68004961033991,1.51856670875246e-29,1,0.00040730925165888,1,0.0608404153238807,0.0211760751523081,0.41193733608384,0.923149795604484,0.000660268632344563 -"K",1,1,0.306494935837535,0.226195446275134,0.254913233989623,0.00723122844804504,5.48122643165535e-07,1,0.0328410084740735,3.00671381897215e-09,3.3918917384981e-05,0.522357552195734,0.0151789225826393,0.00152437707637009,3.20183770072339e-05 -"L",5.32029099941103e-08,7.57343497856621e-06,0.0012800752946672,0.0088438889443612,1.74589880708465e-06,0.0208355833939363,0.0182718951499609,1,7.63590517569286e-06,0.00163369061961614,0.000764616536771303,0.45156708567872,0.00314584434598596,0.712595383679433,3.0934394058007e-07 -"M",1.82817314463762e-05,0.050948787615175,0.247283142336194,0.614231530311724,0.0134886054429957,0.022247378960651,0.0422509513901698,1,0.911009494067427,0.340666613533672,0.709960096620341,0.534314783196501,0.129932404342613,0.879062976103488,0.162053907807501 -"N",0.0047538766938748,0.0569335662998708,1,0.203215776197013,0.657735176682197,0.795786922692435,0.302489722240554,1,0.0491950523003428,0.0173675453717018,0.725082399853704,0.0719130556419143,0.02749600958508,0.143058074672017,0.507024270911656 -"P",0.043460442504941,0.0149431733156836,0.151223960621816,0.216848550445174,0.0643766591437933,0.352909668263353,0.0253179098330837,1,7.99408043194163e-16,0.940760696816771,4.05595632222208e-25,1,0.238487798415703,0.145123133011696,0.310285098703117 -"Q",0.0220806864093764,0.36270705825357,0.523228350064523,0.774085385872127,0.103190841164382,0.0981052750071496,0.688470538057246,1,1.01114909301241e-05,4.03564178686873e-05,0.000197891389405272,0.00500210264190858,0.284451967452065,0.0309467033307136,0.00054929139917149 -"R",0.028804556511772,0.00314230934463253,0.0734567599945332,0.0424645423154101,0.000219792189505905,7.02709410664215e-07,8.86093415028877e-06,1,0.00493295915853146,3.13211714206523e-10,0.0174853901549889,0.699471727050123,0.00160835273447844,0.00161298023901304,0.000783638443219455 -"S",0.0378848082387598,0.151520967936582,0.0462577758847013,0.506589726042649,0.945478825334824,0.0588094656544786,2.20463037061022e-07,1,0.00151179017445491,5.44800282256041e-07,0.892809804343377,0.000399922851093616,0.0216134737623335,0.585941732405277,0.362403393344275 -"T",0.0429530960125628,0.220179475135355,0.0604752858304872,0.354689914552864,0.348818971928349,0.0173283547087478,0.455308843282568,1,0.0888605301414739,0.0113200863172584,0.0780931954142391,0.0001935505172109,0.454024862825873,0.447117162435407,0.0134768353999804 -"V",0.000260052098753436,0.933077986578566,0.241653207636216,6.97888616605839e-06,0.00190900627191319,0.837645429810913,1.60188499584885e-11,1,0.00352595402803889,3.58147791102221e-08,0.00134677266689915,0.882119394980568,0.677766779256124,0.00484159539185242,0.648690261650646 -"W",0.0109893142652081,0.00728689130487901,0.564487211549605,0.00224725138308303,0.000659390138837808,0.0113761204032523,0.00186088444334728,1,0.0387341965379344,0.224592288864352,0.759664030669416,0.830535551065552,0.332630936109219,0.246997577410753,0.422660069424239 -"Y",3.31354806515718e-07,0.00208059028589647,0.00120485550858747,0.113719479355765,3.33162802184648e-06,1.83736657151628e-07,0.0227590008460977,1,0.315092743244122,0.448253815185915,0.326649921610956,0.237389850772931,0.754913153305204,0.584040860397283,0.0305578672473756 -"O",2.25632728914017e-21,3.6949906958159e-16,8.37849471964426e-15,1.28899811025089e-10,3.32927971024485e-07,0.166809153340628,1.18301196567235e-09,1,0.628908004932332,0.89828595937171,2.23789272589542e-06,4.60940778059626e-07,0.0063179507946423,0.70023863375871,0.0097508690921711 -"Fisher p.values adjusted" -"A",0.122795413691055,1,1,1,1,1,1,1,2.343505438935e-28,0.151932736091851,1,1,1,1,1 -"C",0.0450700269303707,1,1,1,1,1,1,1,1,1,1,1,1,1,1 -"D",1,1,1,1,0.0496251402511549,1,1,1,1,1,2.18574943514167e-11,1,1,0.203273958741314,1 -"E",0.00144988434702009,1,1,1,0.000744001010330062,1,1,1,1,1,1.29432305369892e-08,0.750592195929664,0.549331971016308,0.0449007103952895,0.00169424013454612 -"F",0.0614619353863486,0.113630122058304,1,0.359402483241389,1,0.211404778760815,1,1,0.880723393891192,1,1,1,1,1,1 -"G",0.583976256767124,0.742455219718913,1,1,1,1,0.309563250083629,1,7.69659521897839e-06,1,1,0.938412089161546,1,1,1 -"H",1,1,1,1,1,1,7.00044987883364e-07,1,1,1,1,1,1,1,1 -"I",0.273140699310654,0.0112797955547782,1,0.00405401931171288,1,1,4.78348513257024e-27,1,0.128302414272547,1,1,1,1,1,0.207984619188537 -"K",1,1,1,1,1,1,0.000172658632597143,1,1,9.47114852976229e-07,0.010684458976269,1,1,0.48017877905658,0.0100857887572787 -"L",1.67589166481447e-05,0.00238563201824836,0.403223717820169,1,0.000549958124231666,1,1,1,0.00240531013034325,0.514612545179084,0.240854209082961,1,0.990940968985578,1,9.7443341282722e-05 -"M",0.00575874540560851,1,1,1,1,1,1,1,1,1,1,1,1,1,1 -"N",1,1,1,1,1,1,1,1,1,1,1,1,1,1,1 -"P",1,1,1,1,1,1,1,1,2.51813533606161e-13,1,1.27762624149995e-22,1,1,1,1 -"Q",1,1,1,1,1,1,1,1,0.0031851196429891,0.0127122716286365,0.0623357876626607,1,1,1,0.173026790739019 -"R",1,0.989827443559247,1,1,0.06923453969436,0.000221353464359228,0.00279119425734096,1,1,9.86616899750547e-08,1,1,0.50663111136071,0.508088775289108,0.246846109614128 -"S",1,1,1,1,1,1,6.94458566742219e-05,1,0.476213904953298,0.000171612088910653,1,0.125975698094489,1,1,1 -"T",1,1,1,1,1,1,1,1,1,1,1,0.0609684129214335,1,1,1 -"V",0.0819164111073322,1,1,0.00219834914230839,0.601336975652656,1,5.04593773692388e-09,1,1,1.128165541972e-05,0.424233390073231,1,1,1,1 -"W",1,1,1,0.707884185671155,0.207707893733909,1,0.586178599654394,1,1,1,1,1,1,1,1 -"Y",0.000104376764052451,0.655385940057387,0.379529485205053,1,0.00104946282688164,5.78770470027627e-05,1,1,1,1,1,1,1,1,1 -"O",7.10743096079153e-19,1.16392206918201e-13,2.63922583668794e-12,4.0603440472903e-08,0.000104872310872713,1,3.7264876918679e-07,1,1,1,0.000704936208657058,0.000145196345088782,1,1,1