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Azalea (on HyDEV-Daisy)
2022-10-01 13:34:56 -04:00
parent 57df75093d
commit 428d5afc58
189 changed files with 569260 additions and 51 deletions
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experiments/data-all.absolute-features.csv
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Time,NR,NREF,NFIX,NCFIX,NFEFC_AVG,NFEFC_MAX,NAUTH,LOC_ADD_AVG,LOC_ADD_MAX,LOC_DEL_AVG,LOC_DEL_MAX,CHURN_AVG,CHURN_MAX,CHURN_MIN,LABEL
2001-12-01,33,1.7340425531914894,31,1,31.0,31,7,253.1290322580645,4408,1188.4516129032259,26422,-935.3225806451613,4386,-26422,False
2002-06-01,243,2.702341137123746,56,47,1.872340425531915,12,12,54.270833333333336,2550,134.04166666666666,3526,-79.77083333333333,425,-3054,True
2002-12-01,582,3.161344537815126,243,113,3.5398230088495577,53,20,71.21837088388214,4776,221.842287694974,10051,-150.62391681109185,4776,-10051,True
2003-06-01,549,2.1814977973568284,262,99,3.595959595959596,31,16,84.86346863468634,6100,274.8542435424354,5928,-189.99077490774908,6083,-5924,True
2003-12-01,1056,3.428017718715393,827,225,7.6,181,26,153.89207258834767,40291,227.02865329512895,48169,-73.13658070678127,40291,-48169,True
2004-06-01,1702,2.800340136054422,512,278,2.7158273381294964,32,30,114.53313609467456,28864,177.55207100591716,51272,-63.0189349112426,28864,-51272,False
2004-12-01,2091,2.3923459863098944,701,333,2.942942942942943,117,37,52.00817700817701,5896,172.66137566137567,100891,-120.65319865319866,5883,-100891,True
2005-06-01,3702,3.250662251655629,1340,607,4.120263591433279,114,42,72.7557603686636,12201,118.207102195717,39468,-45.451341827053405,9460,-38123,True
2005-12-01,4563,2.744374712995561,1460,768,3.1705729166666665,51,52,69.91956043956044,42458,98.50153846153846,9704,-28.58197802197802,42458,-9387,False
2006-06-01,3762,3.2442120985810305,1432,710,3.4957746478873237,137,50,293.6192636072572,32314,338.8425827107791,32353,-45.22331910352188,4869,-6522,True
2006-12-01,3686,2.0467982279500605,2678,688,5.071220930232558,286,42,13953.017161536367,191208,13949.82511577227,93912,3.192045764096976,106387,-92512,True
2007-06-01,4352,1.6478617749761915,6033,776,8.86340206185567,2997,70,9746.698822986384,202213,9775.39072236326,202272,-28.691899376875146,48566,-57531,False
2007-12-01,5216,2.072721179624665,2061,791,3.552465233881163,191,76,135.60423484119346,39476,200.55553416746872,67766,-64.95129932627526,27747,-67588,True
2008-06-01,6164,2.121342947687503,3016,854,4.845433255269321,302,70,130.8855608009116,68656,161.94628031906234,57923,-31.06071951815074,68656,-57923,True
2008-12-01,5125,2.2708606077309996,2605,798,4.4411027568922306,410,78,188.6326930615445,66861,216.96667973343787,29345,-28.333986671893374,66861,-24712,True
2009-06-01,6353,2.2261780601118804,3858,1221,4.620802620802621,464,86,258.6132701421801,355066,368.25039494470775,355066,-109.63712480252765,355066,-355066,False
2009-12-01,5344,2.3461110019002684,3099,1050,4.140952380952381,233,89,98.20345994734863,55836,250.3412937194434,262656,-152.13783377209478,54690,-262656,True
2010-06-01,4602,1.9973053892215569,4229,895,7.44804469273743,943,101,100.97724786698753,65448,217.67971997374755,65448,-116.70247210676001,65448,-65448,False
2010-12-01,7821,2.504128837994434,4033,1243,4.5905068382944485,357,176,328.7791205965544,347133,400.7283363332476,331008,-71.94921573669323,347113,-331004,True
2011-06-01,13761,2.8615444268798282,5494,2112,3.969223484848485,157,226,336.1463574710129,168087,397.86815430613285,160175,-61.72179683511996,168087,-160175,True
2011-12-01,14438,2.725733491698466,7307,2274,4.756376429199648,928,248,654.4851244265258,109002,739.4959683025163,139213,-85.01084387599055,45283,-139190,True
2012-06-01,13849,2.5184169278996866,6234,2351,4.088047639302425,214,279,989.7880084100631,255513,1067.273254549409,265406,-77.48524613934605,255513,-265406,True
2012-12-01,11866,2.3220187890008916,4978,1964,3.7143584521384927,257,304,1258.2808636748518,144700,1366.0467400508044,144716,-107.76587637595259,137914,-137942,True
2013-06-01,12081,2.408959676643249,6306,1947,4.470467385721623,468,291,1795.8582952182953,1028136,1918.991185031185,1690445,-123.13288981288981,1028136,-1690445,True
2013-12-01,13569,2.3793905937111,7036,2208,4.530344202898551,686,283,2010.5243875360818,216639,2112.7673007179337,216627,-102.24291318185182,111803,-111821,True
2014-06-01,13445,2.3949697135877557,8453,2092,5.555927342256214,426,333,4617.155299917831,1385153,4657.716217225667,1385195,-40.56091730783596,1383954,-1383954,True
2014-12-01,13114,2.4048075368878012,7860,2163,4.957466481738327,322,429,5340.132016234015,1513366,5308.087142966537,1513361,32.044873267478366,1513079,-1513074,False
2015-06-01,12202,2.117631332709531,6992,1993,4.769693928750627,333,440,4522.650580581405,412988,4586.0411759861645,413244,-63.39059540475994,398900,-399141,True
2015-12-01,13139,2.316766746341748,5706,1904,4.089285714285714,222,472,2056.3445982108724,332678,2153.7725361266153,332607,-97.42793791574279,323976,-323860,False
2016-06-01,14072,2.502774723836448,6632,2019,4.326894502228826,592,479,1588.0073503175622,1669389,1672.3730107757083,1669525,-84.36566045814601,1668803,-1668554,False
2016-12-01,14271,2.4325823130709674,6662,2166,4.261772853185596,551,420,1502.5408428903118,287365,1571.3120382748189,272083,-68.77119538450714,287365,-173540,False
2017-06-01,14411,2.450873769377508,7801,2070,4.827536231884058,388,395,1475.57430502334,422342,1505.4873545600224,227192,-29.913049536682227,422342,-145361,False
2017-12-01,12886,2.481004540440705,6734,2081,4.802498798654493,277,387,1503.7979104943083,459929,1607.227350693903,564948,-103.42944019959458,448229,-564948,False
2018-06-01,11274,2.4284191071936307,11087,1729,7.587622903412377,4419,325,1989.0353832442067,317003,2085.0919786096256,299415,-96.0565953654189,156137,-156372,True
2018-12-01,9714,2.234592124093994,8628,1721,6.857059848925044,828,361,2256.7929428807947,465521,2317.8575124172185,468932,-61.06456953642384,310284,-310313,True
2019-06-01,10886,1.7629447747049194,18522,2351,9.37515950659294,2679,330,1787.9742334687846,222116,1883.680458071666,222077,-95.70622460288142,176986,-181286,False
2019-12-01,11901,2.330954397000121,15557,2202,9.426430517711172,2774,334,2049.0777862144605,459270,2117.8033409263476,459130,-68.72555471188728,256018,-255999,False
2020-06-01,14071,2.2001917414229952,9815,2667,4.997375328083989,677,331,9496.274750356633,6834439,10152.473537803138,6861926,-656.198787446505,6806461,-6827327,False
2020-12-01,13150,2.7509738928376164,8423,1776,5.911036036036036,723,289,9701.406228532172,6888522,9855.624150828182,6883176,-154.21792229600794,6848053,-6843524,True
2021-06-01,12001,2.00057448063845,7855,1518,6.106060606060606,725,247,7395.209473596117,7466806,7473.886266633191,7466782,-78.67679303707423,7430902,-7430906,True
2021-12-01,10936,2.166809218341649,7340,1547,7.334841628959276,1011,251,915.7991919933891,635544,1007.3489119456432,636747,-91.54971995225415,626888,-622868,False
2022-06-01,10865,2.0218765295482113,5882,1396,5.145415472779369,386,223,1479.9383035796873,650414,1539.9763204143928,650424,-60.038016834705395,623872,-622611,True
1 Time NR NREF NFIX NCFIX NFEFC_AVG NFEFC_MAX NAUTH LOC_ADD_AVG LOC_ADD_MAX LOC_DEL_AVG LOC_DEL_MAX CHURN_AVG CHURN_MAX CHURN_MIN LABEL
2 2001-12-01 33 1.7340425531914894 31 1 31.0 31 7 253.1290322580645 4408 1188.4516129032259 26422 -935.3225806451613 4386 -26422 False
3 2002-06-01 243 2.702341137123746 56 47 1.872340425531915 12 12 54.270833333333336 2550 134.04166666666666 3526 -79.77083333333333 425 -3054 True
4 2002-12-01 582 3.161344537815126 243 113 3.5398230088495577 53 20 71.21837088388214 4776 221.842287694974 10051 -150.62391681109185 4776 -10051 True
5 2003-06-01 549 2.1814977973568284 262 99 3.595959595959596 31 16 84.86346863468634 6100 274.8542435424354 5928 -189.99077490774908 6083 -5924 True
6 2003-12-01 1056 3.428017718715393 827 225 7.6 181 26 153.89207258834767 40291 227.02865329512895 48169 -73.13658070678127 40291 -48169 True
7 2004-06-01 1702 2.800340136054422 512 278 2.7158273381294964 32 30 114.53313609467456 28864 177.55207100591716 51272 -63.0189349112426 28864 -51272 False
8 2004-12-01 2091 2.3923459863098944 701 333 2.942942942942943 117 37 52.00817700817701 5896 172.66137566137567 100891 -120.65319865319866 5883 -100891 True
9 2005-06-01 3702 3.250662251655629 1340 607 4.120263591433279 114 42 72.7557603686636 12201 118.207102195717 39468 -45.451341827053405 9460 -38123 True
10 2005-12-01 4563 2.744374712995561 1460 768 3.1705729166666665 51 52 69.91956043956044 42458 98.50153846153846 9704 -28.58197802197802 42458 -9387 False
11 2006-06-01 3762 3.2442120985810305 1432 710 3.4957746478873237 137 50 293.6192636072572 32314 338.8425827107791 32353 -45.22331910352188 4869 -6522 True
12 2006-12-01 3686 2.0467982279500605 2678 688 5.071220930232558 286 42 13953.017161536367 191208 13949.82511577227 93912 3.192045764096976 106387 -92512 True
13 2007-06-01 4352 1.6478617749761915 6033 776 8.86340206185567 2997 70 9746.698822986384 202213 9775.39072236326 202272 -28.691899376875146 48566 -57531 False
14 2007-12-01 5216 2.072721179624665 2061 791 3.552465233881163 191 76 135.60423484119346 39476 200.55553416746872 67766 -64.95129932627526 27747 -67588 True
15 2008-06-01 6164 2.121342947687503 3016 854 4.845433255269321 302 70 130.8855608009116 68656 161.94628031906234 57923 -31.06071951815074 68656 -57923 True
16 2008-12-01 5125 2.2708606077309996 2605 798 4.4411027568922306 410 78 188.6326930615445 66861 216.96667973343787 29345 -28.333986671893374 66861 -24712 True
17 2009-06-01 6353 2.2261780601118804 3858 1221 4.620802620802621 464 86 258.6132701421801 355066 368.25039494470775 355066 -109.63712480252765 355066 -355066 False
18 2009-12-01 5344 2.3461110019002684 3099 1050 4.140952380952381 233 89 98.20345994734863 55836 250.3412937194434 262656 -152.13783377209478 54690 -262656 True
19 2010-06-01 4602 1.9973053892215569 4229 895 7.44804469273743 943 101 100.97724786698753 65448 217.67971997374755 65448 -116.70247210676001 65448 -65448 False
20 2010-12-01 7821 2.504128837994434 4033 1243 4.5905068382944485 357 176 328.7791205965544 347133 400.7283363332476 331008 -71.94921573669323 347113 -331004 True
21 2011-06-01 13761 2.8615444268798282 5494 2112 3.969223484848485 157 226 336.1463574710129 168087 397.86815430613285 160175 -61.72179683511996 168087 -160175 True
22 2011-12-01 14438 2.725733491698466 7307 2274 4.756376429199648 928 248 654.4851244265258 109002 739.4959683025163 139213 -85.01084387599055 45283 -139190 True
23 2012-06-01 13849 2.5184169278996866 6234 2351 4.088047639302425 214 279 989.7880084100631 255513 1067.273254549409 265406 -77.48524613934605 255513 -265406 True
24 2012-12-01 11866 2.3220187890008916 4978 1964 3.7143584521384927 257 304 1258.2808636748518 144700 1366.0467400508044 144716 -107.76587637595259 137914 -137942 True
25 2013-06-01 12081 2.408959676643249 6306 1947 4.470467385721623 468 291 1795.8582952182953 1028136 1918.991185031185 1690445 -123.13288981288981 1028136 -1690445 True
26 2013-12-01 13569 2.3793905937111 7036 2208 4.530344202898551 686 283 2010.5243875360818 216639 2112.7673007179337 216627 -102.24291318185182 111803 -111821 True
27 2014-06-01 13445 2.3949697135877557 8453 2092 5.555927342256214 426 333 4617.155299917831 1385153 4657.716217225667 1385195 -40.56091730783596 1383954 -1383954 True
28 2014-12-01 13114 2.4048075368878012 7860 2163 4.957466481738327 322 429 5340.132016234015 1513366 5308.087142966537 1513361 32.044873267478366 1513079 -1513074 False
29 2015-06-01 12202 2.117631332709531 6992 1993 4.769693928750627 333 440 4522.650580581405 412988 4586.0411759861645 413244 -63.39059540475994 398900 -399141 True
30 2015-12-01 13139 2.316766746341748 5706 1904 4.089285714285714 222 472 2056.3445982108724 332678 2153.7725361266153 332607 -97.42793791574279 323976 -323860 False
31 2016-06-01 14072 2.502774723836448 6632 2019 4.326894502228826 592 479 1588.0073503175622 1669389 1672.3730107757083 1669525 -84.36566045814601 1668803 -1668554 False
32 2016-12-01 14271 2.4325823130709674 6662 2166 4.261772853185596 551 420 1502.5408428903118 287365 1571.3120382748189 272083 -68.77119538450714 287365 -173540 False
33 2017-06-01 14411 2.450873769377508 7801 2070 4.827536231884058 388 395 1475.57430502334 422342 1505.4873545600224 227192 -29.913049536682227 422342 -145361 False
34 2017-12-01 12886 2.481004540440705 6734 2081 4.802498798654493 277 387 1503.7979104943083 459929 1607.227350693903 564948 -103.42944019959458 448229 -564948 False
35 2018-06-01 11274 2.4284191071936307 11087 1729 7.587622903412377 4419 325 1989.0353832442067 317003 2085.0919786096256 299415 -96.0565953654189 156137 -156372 True
36 2018-12-01 9714 2.234592124093994 8628 1721 6.857059848925044 828 361 2256.7929428807947 465521 2317.8575124172185 468932 -61.06456953642384 310284 -310313 True
37 2019-06-01 10886 1.7629447747049194 18522 2351 9.37515950659294 2679 330 1787.9742334687846 222116 1883.680458071666 222077 -95.70622460288142 176986 -181286 False
38 2019-12-01 11901 2.330954397000121 15557 2202 9.426430517711172 2774 334 2049.0777862144605 459270 2117.8033409263476 459130 -68.72555471188728 256018 -255999 False
39 2020-06-01 14071 2.2001917414229952 9815 2667 4.997375328083989 677 331 9496.274750356633 6834439 10152.473537803138 6861926 -656.198787446505 6806461 -6827327 False
40 2020-12-01 13150 2.7509738928376164 8423 1776 5.911036036036036 723 289 9701.406228532172 6888522 9855.624150828182 6883176 -154.21792229600794 6848053 -6843524 True
41 2021-06-01 12001 2.00057448063845 7855 1518 6.106060606060606 725 247 7395.209473596117 7466806 7473.886266633191 7466782 -78.67679303707423 7430902 -7430906 True
42 2021-12-01 10936 2.166809218341649 7340 1547 7.334841628959276 1011 251 915.7991919933891 635544 1007.3489119456432 636747 -91.54971995225415 626888 -622868 False
43 2022-06-01 10865 2.0218765295482113 5882 1396 5.145415472779369 386 223 1479.9383035796873 650414 1539.9763204143928 650424 -60.038016834705395 623872 -622611 True