add Dis_5.py

Author: Naplues

result/Dis_5/Performance Indicators/avg-ce.csv

@@ -0,0 +1,20 @@
+NGram,NGram-C,TMI-LR,TMI-MNB,TMI-SVM,TMI-DT,TMI-RF,LineDP,PMD,CheckStyle,Glance-MD,Glance-EA,Glance-LR
+ambari,0.007814285051054934,0.01101209994065715,0.013322623403180465,0.00990648999649265,0.013398956225215466,0.011937491002321467,0.01069263686987665,0.010013226191683317,0.012231082777099283,0.011469450798287368,0.006009892516442,0.007812917313879784,0.007618181737857816
+amq,0.006288094942266723,0.009134987095928662,0.010936046139676154,0.006703905553029462,0.011165430278482793,0.009261795558339038,0.007207592577633915,0.0058931673246474,0.009555269578251653,0.008731178805699008,0.003917212035171647,0.004856161874439469,0.0033852010620375075
+bookkeeper,0.007348844335811349,0.0090752304124018,0.0087407121676446,0.00733640058851575,0.00910752069879155,0.0091819649461403,0.00858027329987835,0.00673490981288365,0.00853678815481615,0.0088829213378297,0.0050332340878315,0.007883212915052,0.0047785135442919
+calcite,0.026023459190270857,0.03697325495288864,0.038263647081833524,0.026478280118545656,0.0395186245847123,0.030047798745035915,0.024736581255977344,0.023217977957175114,0.03781101096548479,0.03767238249052553,0.019767117500369757,0.033617713326307544,0.0148751309631632
+cassandra,0.00817892985728442,0.0109784975462028,0.01050403181289258,0.00764027868511844,0.01066115126605488,0.00893597472362592,0.0080452092002341,0.00640775195252132,0.009603169583585579,0.009721300294272919,0.0040347328343630995,0.00984872965462258,0.00349854074813546
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+groovy,0.0032625576361624614,0.004383597584169669,0.005289683928055292,0.0038712984828093537,0.005296912534731023,0.004964194356790346,0.004389766071731792,0.003800273177945331,0.004949069220527161,0.004473674088119077,0.0018506933420146306,0.003362080030946008,0.003116830154617054
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+ignite,0.008812031006033751,0.013542484577554,0.0171143286156418,0.01293759608412745,0.017557617437652252,0.01488096553454235,0.0132337575409997,0.0105429571110954,0.01535935502949245,0.0145150676696401,0.0054089518300465995,0.0091367540244108,0.00552498243189925
+log4j2,0.01104999612426739,0.01540049283912649,0.0164501597855398,0.00981334935988387,0.01657596815629232,0.01216598350217789,0.00805271473360447,0.00713508180565965,0.01490648262935176,0.01418194355812636,0.0070423247255485,0.01072607874481439,0.00480437311906632
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+mng,0.0036177714905317,0.00448146870756428,0.00452130774845526,0.0033057196038620198,0.00467127132732512,0.0043893933130892005,0.0034524129478738,0.00180931447729742,0.0048021467085834,0.00275100277091404,0.0013384236812259399,0.00246609310912612,0.00103175862448524
+nifi,0.0036606870277094,0.006243059450212933,0.007417538963716133,0.004752473475240833,0.007636053598879833,0.005753516381059866,0.005202621152499433,0.0044992464999419005,0.006754186516218134,0.0063449828877476,0.004021520692702133,0.005627071013510534,0.003928678055424534
+nutch,0.007278879912182425,0.00959654944492885,0.008549658166251941,0.005770030744663941,0.008777178826524226,0.00921432653588305,0.006598238687820417,0.004089206784323875,0.008318784823134242,0.0094347279673763,0.005375120268690059,0.008158000668751799,0.0027741933779150164
+storm,0.001811740684864125,0.002379989440766725,0.0023746521878024,0.0012463342264275,0.002330058682593725,0.002402151526719925,0.00238798573656865,0.0016862777300840751,0.0022315973055993,0.0020916601827636002,0.0009605137823381501,0.0021845005537269,0.0014603942492331695
+tika,0.0192026613887059,0.02267933349853967,0.020358000647164354,0.01628347321433949,0.0213562850083794,0.02141938320419501,0.015675271917843545,0.011568646741427836,0.022382933213295965,0.021741718527399954,0.009659168382461128,0.016819113273165882,0.007344545051225873
+ww,0.007779029690580985,0.011112609898054192,0.01150376587587498,0.0069284522075155714,0.011721940615174294,0.010294295184912957,0.008586318364265072,0.006434729676847993,0.01050530290454525,0.009734089621470586,0.003788437019401057,0.006955062533724029,0.004916306239492257
+zookeeper,0.010663743874405133,0.012173503812386867,0.010464817684161434,0.010942937642868434,0.012688622390895167,0.012790182060263467,0.012119442021033468,0.008863471878579467,0.012562603324598267,0.0115188624665431,0.006737291048181067,0.0095336318895037,0.007495085188243966

result/Dis_5/Performance Indicators/avg-d2h.csv

@@ -0,0 +1,20 @@
+NGram,NGram-C,TMI-LR,TMI-MNB,TMI-SVM,TMI-DT,TMI-RF,LineDP,PMD,CheckStyle,Glance-MD,Glance-EA,Glance-LR
+ambari,0.35318235721515867,0.5004606446186215,0.6602962129406641,0.4263230382261858,0.6685308837030228,0.5384994153300267,0.4714774584474636,0.42773095140219475,0.6089529626229588,0.5516542565324546,0.3435201491555161,0.35967987944415913,0.34798908488273994
+amq,0.3442831319832076,0.4836901908839901,0.6717125471077093,0.35659480813003513,0.690529900639397,0.5364204698420479,0.40325150589869724,0.32362206970910756,0.5715220994203345,0.5035560660524582,0.3097433588457207,0.2794021192673442,0.2038860746380584
+bookkeeper,0.44164103859341963,0.564456536621563,0.5798242813503974,0.44406612822168046,0.6304351132463593,0.6724706644050573,0.5875207638388844,0.4298805470618242,0.6210984929515402,0.5855754329967171,0.37488635564556494,0.4851653769208377,0.3719103946942435
+calcite,0.37777305059795163,0.5255705695657693,0.6501153211523462,0.38252831204889276,0.6778823310097314,0.4439689421293323,0.3672021095387958,0.343428042907748,0.6210634615730615,0.6004551745159784,0.3563576674436418,0.4680176141523511,0.293457842392434
+cassandra,0.42046384386629854,0.5627591075014375,0.6591881500796374,0.40844971162936766,0.6723617628906499,0.5360632622631856,0.45956593405652807,0.359924865944065,0.5875008543977486,0.5267014915103757,0.3383101643480144,0.5048922562305385,0.24235215439196411
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+groovy,0.3721382605398684,0.47496750187584136,0.6609621178821147,0.40266556368234857,0.6683390712637224,0.5974911605264007,0.4892980217280544,0.4052470768675524,0.6121957183346056,0.5169703124251024,0.3346231881863828,0.3671329579504478,0.32846883712759783
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+ignite,0.3241459781392495,0.45850388543724835,0.668521044686606,0.4287044365205977,0.6933202775473427,0.5320755300340327,0.4514372167180555,0.3603712768652539,0.5894553223406453,0.5285529732476923,0.332063883789374,0.3228410692971787,0.25320796252424316
+log4j2,0.3844832380924507,0.564475438881447,0.6768475733759879,0.3539563000541417,0.684087751667945,0.46690064284537613,0.31672675405446865,0.275621961638547,0.6024099423465092,0.5518303156078377,0.3362575920501178,0.37847352902133413,0.21623125950368152
+mahout,0.37814018657092874,0.5239843409597097,0.6751313320136338,0.41620369417944164,0.676198490121461,0.6133083678131345,0.5047741354864009,0.321391168045744,0.6289272436447435,0.578526427615687,0.3421132430398886,0.395806431733721,0.26602679391443057
+mng,0.3981209664493462,0.516323379906861,0.5908423451755743,0.3808016979268715,0.6165010353353242,0.5721292689125422,0.4246219028322338,0.2202600714750281,0.6218175549881171,0.3210018807898329,0.2997738467521736,0.29106149114840524,0.1471727895032744
+nifi,0.30503249691237977,0.5032614753922714,0.6750562043606557,0.37333456884876365,0.6965227169009974,0.4797540564210203,0.42956782869193416,0.3595712093275891,0.5996968981538628,0.5438681756403662,0.3656469804418813,0.42638199764778684,0.309468893034603
+nutch,0.40386893716832517,0.5568137887032097,0.5506265750453117,0.34849819070564175,0.566817534686036,0.5960184602729633,0.4124116301914654,0.25677902950997994,0.5349105447233746,0.6003757499586855,0.3594826526570215,0.44687846915491813,0.20177648444122384
+storm,0.41504846834943304,0.5237011550931311,0.6801901201340796,0.3174212236640011,0.6717211183562144,0.6680062078011647,0.6701928377193327,0.40592969213375585,0.6017940520948726,0.5734503913917426,0.3384860952173926,0.4614783940143182,0.33616926690267734
+tika,0.4337927387388663,0.5490690454654168,0.5629640275995264,0.3812036070874351,0.5920963643540731,0.5597743290455784,0.38406014106262537,0.2953639988179575,0.6116357659936923,0.5587088954696613,0.3268888505815467,0.3796298463266575,0.22263020255453045
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+zookeeper,0.4537049536413354,0.5396904006167461,0.5515113172936054,0.4595302765199316,0.6541636703322112,0.6417259776650491,0.6003174294405131,0.3990040903255203,0.6224983568892989,0.5406120393558194,0.3562146420334332,0.41684688815634324,0.3082857547741753

result/Dis_5/Performance Indicators/avg-far.csv

@@ -0,0 +1,20 @@
+NGram,NGram-C,TMI-LR,TMI-MNB,TMI-SVM,TMI-DT,TMI-RF,LineDP,PMD,CheckStyle,Glance-MD,Glance-EA,Glance-LR
+ambari,0.32667117408472734,0.17281526150279938,0.01643983733285573,0.17486013993590224,0.012155321835119618,0.07212457287672984,0.12168625475059915,0.1540595216703314,0.0324806834054192,0.07156319568600032,0.41036430233328136,0.24432207630431718,0.1968359330517392
+amq,0.31902582019147935,0.17334244456692063,0.007334309454249008,0.18928955551093207,0.0031379186461248307,0.05976330023049057,0.09494066712279191,0.11654303246754624,0.023977363689834386,0.05462500199298086,0.38384665098973325,0.23910025000163293,0.14143794716920388
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+calcite,0.3338690281609076,0.20219590800371418,0.013579013755609685,0.290637526994723,0.0055421805566889,0.17025410855385675,0.20600362196417835,0.27149888428908003,0.043824818856645374,0.07421330808871693,0.4224852018009107,0.24176309223054682,0.343040163169392
+cassandra,0.3217812124275289,0.22764801864523887,0.01293592951592166,0.22005424029406861,0.01130587152074422,0.06685580969802246,0.1531282335933481,0.17478491934097123,0.03748049124896064,0.1607208273465064,0.4370754433604571,0.25002554414217487,0.2389891298007211
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+groovy,0.33222205723186304,0.20850806843125588,0.019658427245501747,0.18053617835643576,0.01692289505834103,0.03577177060405539,0.07768420822207868,0.12464984892149503,0.024492842304770817,0.06037914148289774,0.4326089843762859,0.24572219981473803,0.1481613924631688
+hbase,0.36081464056962453,0.25257786810622823,0.017290177487749324,0.202869270475559,0.008069906773688575,0.09009414445056446,0.17499525816067663,0.198938009456811,0.03812731648350355,0.1075486544848585,0.4567033866823211,0.24860432679242095,0.26161928749753527
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+ignite,0.30557813674105994,0.18032715463340496,0.02061144567065155,0.2238200580581866,0.0085624815893692,0.11053707052816064,0.1712042253141945,0.2207527196143927,0.03472081306288335,0.08971326611200456,0.4379938128272264,0.2474194344426727,0.2824794199551326
+log4j2,0.2557357380189214,0.12391606017388752,0.00938569590172743,0.208353554036652,0.00614948332143596,0.10415891250318308,0.16408940821574725,0.18755013694299424,0.02149541268509276,0.06049673092836941,0.40662029336256256,0.24377852772759045,0.1960601309112757
+mahout,0.29955306884100513,0.13807672755261963,0.00829258499127394,0.16833970395936085,0.00626699428246834,0.03799106583187062,0.06205619911718526,0.1343352424444689,0.02377812443366318,0.06241297471331466,0.39570798965310994,0.2427962519287632,0.15399422782721126
+mng,0.26957181138570396,0.1554787179799332,0.016083989735844198,0.11261844213021942,0.0117735044399168,0.03275421923557032,0.06574747159997872,0.10347860842214894,0.01981666926520274,0.1337623108294713,0.3993187951959756,0.24675035429864364,0.14125925365598777
+nifi,0.25165189045955216,0.13608756935710872,0.0094587222432796,0.1889173480504639,0.004778927321769267,0.06446936784801786,0.07508161376882064,0.1075388542226942,0.0218647486734449,0.053934925775709866,0.42042125114191503,0.247039887207881,0.13236806030513032
+nutch,0.29252367011185393,0.154138398544127,0.05354745311461586,0.20287130251474772,0.0487967520991165,0.04728476227344474,0.11251229941657713,0.1691280798516253,0.042557553692578624,0.06195416381786001,0.40855663765796824,0.24728380435603875,0.18988292181911565
+storm,0.3300766009361842,0.21945425161477583,0.005177001436223525,0.14183051849019956,0.012340616094171,0.006229231121127575,0.00658401830284235,0.03710441093762705,0.006865314830307124,0.02002879001938455,0.43743529933137354,0.25153153520403043,0.041848783971539176
+tika,0.25541925540061905,0.1428097178372439,0.05547116068924556,0.18653671709022662,0.04340314797426555,0.06988284501476963,0.1393047587682354,0.20060330350612937,0.03249278501826513,0.08682208349152709,0.40112617243127546,0.24190302652967555,0.2245413787930254
+ww,0.24970986558617156,0.12986874778229082,0.010073438106371393,0.15093578001256938,0.007545106856114271,0.040753911824338365,0.07190862594698288,0.11087849754823437,0.0168153410902894,0.0471610122115926,0.4035283169018649,0.24397874802852879,0.12593417826289996
+zookeeper,0.29741826691935386,0.18704906442017188,0.045216267102671265,0.217995870630271,0.0285298974172202,0.04928332759983636,0.07832429500698497,0.17349422874090936,0.0393407112028857,0.0811222136489465,0.42034383267574665,0.24630317439463026,0.23295085393650447

result/Dis_5/Performance Indicators/avg-ifa.csv

@@ -0,0 +1,20 @@
+NGram,NGram-C,TMI-LR,TMI-MNB,TMI-SVM,TMI-DT,TMI-RF,LineDP,PMD,CheckStyle,Glance-MD,Glance-EA,Glance-LR
+ambari,823.8333333333334,243.66666666666666,200.16666666666666,348.3333333333333,92.0,132.5,639.3333333333334,371.3333333333333,125.5,1084.5,302.5,1155.0,44.833333333333336
+amq,130.84615384615384,1086.3076923076924,64.0,151.07692307692307,43.23076923076923,49.38461538461539,77.76923076923077,117.0,59.23076923076923,84.07692307692308,1572.8461538461538,845.3846153846154,83.15384615384616
+bookkeeper,164.0,289.5,971.0,1654.5,1779.0,193.0,475.0,1395.5,425.0,5101.0,1497.0,35.0,260.5
+calcite,226.28571428571428,180.85714285714286,6.285714285714286,25.428571428571427,5.0,13.571428571428571,80.14285714285714,361.57142857142856,62.857142857142854,142.14285714285714,66.57142857142857,161.71428571428572,11.0
+cassandra,482.6,2283.6,34.4,114.4,34.0,10.2,64.2,95.4,34.0,26.2,332.0,434.8,85.2
+flink,2446.0,864.0,144.0,4447.0,0.0,0.0,0.0,54.0,411.0,894.0,4826.0,277.0,621.0
+groovy,2421.3846153846152,1601.3076923076924,176.30769230769232,2026.3846153846155,256.53846153846155,374.3076923076923,257.3076923076923,912.9230769230769,167.84615384615384,417.38461538461536,773.7692307692307,935.1538461538462,433.0
+hbase,300.0,1326.5,34.25,295.5,23.25,97.5,60.25,110.75,131.25,134.25,856.75,156.0,101.25
+hive,951.0,5224.0,293.0,887.3333333333334,363.6666666666667,527.3333333333334,1295.0,1396.6666666666667,231.0,448.6666666666667,1225.6666666666667,1440.3333333333333,1640.0
+ignite,1288.5,984.0,8.0,392.0,45.5,259.0,272.0,128.5,226.0,115.5,161.0,264.5,127.0
+log4j2,185.7,190.7,28.4,93.0,13.7,224.3,106.8,224.4,78.7,241.8,162.1,222.8,35.9
+mahout,192.8,398.8,10.8,327.2,10.8,78.2,93.0,62.8,84.6,240.2,806.0,365.8,147.2
+mng,319.8,119.2,45.4,78.6,39.0,106.2,30.8,146.2,69.8,331.0,900.4,537.0,140.6
+nifi,350.0,497.6666666666667,60.333333333333336,450.3333333333333,181.33333333333334,63.0,131.66666666666666,243.0,23.666666666666668,399.0,222.33333333333334,385.0,11.333333333333334
+nutch,205.41666666666666,96.08333333333333,36.666666666666664,227.75,56.5,35.083333333333336,58.833333333333336,39.583333333333336,8.5,207.83333333333334,243.0,400.25,113.41666666666667
+storm,3932.5,8605.0,3.75,1292.75,54.75,231.0,177.25,280.0,108.75,258.75,19665.75,3129.25,204.75
+tika,185.27272727272728,172.1818181818182,66.9090909090909,137.9090909090909,35.63636363636363,38.72727272727273,50.72727272727273,65.18181818181819,72.63636363636364,92.81818181818181,192.72727272727272,494.3636363636364,77.18181818181819
+ww,773.0,2163.214285714286,33.357142857142854,211.92857142857142,43.285714285714285,81.92857142857143,91.64285714285714,116.28571428571429,76.0,92.0,676.5,475.2142857142857,86.85714285714286
+zookeeper,392.3333333333333,113.33333333333333,285.6666666666667,48.0,188.66666666666666,74.0,119.66666666666667,350.6666666666667,104.33333333333333,145.66666666666666,176.33333333333334,147.33333333333334,60.666666666666664