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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-features.csv
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Time,NR,NREF,NFIX,NAUTH,LOC_ADD_AVG,LOC_ADD_MAX,LOC_DEL_AVG,LOC_DEL_MAX,CHURN_AVG,CHURN_MAX,CHURN_MIN,LABEL
2001-12-01,21,1.394736842105263,0,5,46.1,378,189.35,1390,-143.25,1,-1284,True
2002-06-01,196,2.5972222222222223,41,10,36.68041237113402,2550,103.47422680412372,2550,-66.79381443298969,425,-1262,True
2002-12-01,291,3.2507462686567163,148,15,78.14583333333333,4776,218.49652777777777,4996,-140.35069444444446,4776,-4996,True
2003-06-01,336,1.9570871261378413,180,11,66.37764350453172,3393,317.3534743202417,5928,-250.97583081570997,3393,-5924,True
2003-12-01,680,3.4808094905792046,462,22,207.6552748885587,40291,301.6077265973254,48169,-93.95245170876672,40291,-48169,True
2004-06-01,1342,2.8468142792589246,411,26,112.0457614403601,28864,137.18004501125282,17764,-25.134283570892723,28864,-17764,True
2004-12-01,1543,2.071939736346516,539,31,34.73011734028683,4893,172.38917861799217,100891,-137.65906127770535,4893,-100891,True
2005-06-01,3429,3.4115203021718603,1284,34,72.48171980111144,6925,120.45305644925416,39468,-47.97133664814273,5459,-38123,True
2005-12-01,4200,2.7915492957746477,1343,44,68.01002386634845,42458,91.7909307875895,9387,-23.78090692124105,42458,-9387,True
2006-06-01,3555,3.280530628170113,1322,45,303.62697516930024,32314,346.54853273137695,32353,-42.92155756207675,4869,-6522,True
2006-12-01,3462,2.046429189002248,2204,40,14817.631594202898,191208,14809.560289855073,93912,8.071304347826088,106387,-43155,True
2007-06-01,4153,1.643440366972477,5984,61,10207.294416243654,202213,10236.234711143341,202272,-28.940294899685764,48566,-57531,False
2007-12-01,4871,2.0391022021456804,1779,71,141.19365471775856,39476,210.19798104655953,67766,-69.00432632880099,27747,-67588,True
2008-06-01,5513,2.031025653898288,2781,66,127.75600436681222,68656,159.0815138282387,40782,-31.325509461426492,68656,-40782,True
2008-12-01,4799,2.2427811280595957,2456,72,199.968410041841,66861,228.98347280334727,29345,-29.015062761506275,66861,-24712,True
2009-06-01,5926,2.219291299613976,3652,81,272.1521923142035,355066,384.3419671576096,355066,-112.18977484340613,355066,-355066,False
2009-12-01,4800,2.3453726219424973,2876,80,92.24173294265383,22599,228.72268731686898,262656,-136.48095437421514,21214,-262656,False
2010-06-01,4214,2.0088639462918283,3998,94,105.15950334288443,65448,229.365329512894,65448,-124.20582617000954,65448,-65448,False
2010-12-01,7517,2.5394283014410584,3946,168,341.1682267986092,347133,414.72532762770794,331008,-73.55710082909869,347113,-331004,True
2011-06-01,13281,2.9183323992776637,5382,215,333.4184922193685,155758,409.21664904064056,160175,-75.7981568212721,155756,-160175,True
2011-12-01,13559,2.70827500388863,7191,235,694.4113076296899,109002,782.1106342040997,139213,-87.69932657440982,45283,-139190,True
2012-06-01,13138,2.4756854490500864,5911,259,1038.4416685766673,255513,1111.7689663075864,265406,-73.3272977309191,255513,-265406,True
2012-12-01,11197,2.296954494064443,4738,279,1326.9040997577824,144700,1438.4316856553332,144716,-111.5275858975509,137914,-137942,True
2013-06-01,11611,2.409222042931886,6142,265,1865.7984777720117,1028136,1993.144525168656,1690445,-127.34604739664418,1028136,-1690445,True
2013-12-01,13065,2.37802361099645,6818,252,2086.4294605809127,216639,2191.4462886122637,216627,-105.01682803135085,111803,-111821,False
2014-06-01,12641,2.3934976722887886,8171,284,4907.681572676727,1385153,4945.573153296267,1385195,-37.89158061953932,1383954,-1383954,True
2014-12-01,12230,2.3990525124917506,7550,379,5712.223873245218,1513366,5676.731467038831,1513361,35.492406206386995,1513079,-1513074,False
2015-06-01,11221,2.1033153079152123,6594,381,4873.839287313099,412988,4940.885665681798,413244,-67.04637836869908,398900,-399141,False
2015-12-01,12410,2.3637047484720264,5240,409,2146.0495265841223,332678,2251.042243262928,332607,-104.99271667880554,323976,-323860,True
2016-06-01,13318,2.496275530636764,6236,425,1635.8251168400423,1669389,1723.9188903965023,1669525,-88.09377355646012,1668803,-1668554,False
2016-12-01,12901,2.406511132297684,5938,371,1583.933073929961,287365,1657.7274708171205,272083,-73.79439688715954,287365,-173540,False
2017-06-01,13387,2.4483264495452186,7028,348,1469.4418116376726,422342,1500.2739202159569,227192,-30.832108578284345,422342,-145361,True
2017-12-01,12077,2.56276291435302,6234,356,1470.7024284763806,459929,1533.096141051231,459899,-62.3937125748503,448229,-434319,False
2018-06-01,10508,2.4117076952897847,10701,303,1891.7196252748304,317003,1993.836057738266,299415,-102.11643246343561,156137,-156372,True
2018-12-01,9266,2.2345966546686427,8231,334,2262.83094773368,465521,2324.151160268922,468932,-61.320212535241815,310284,-310313,True
2019-06-01,10352,1.7572875958894196,18247,300,1743.1338834951457,222116,1842.9958252427184,222077,-99.86194174757281,176986,-181286,False
2019-12-01,11162,2.3392515592515593,14723,324,1719.201690495459,459270,1788.3393579714054,459130,-69.1376674759464,256018,-255999,False
2020-06-01,13319,2.4509968197517353,9482,312,2032.0279472693032,1951017,2212.6604896421845,1960672,-180.63254237288135,1950065,-1950215,False
2020-12-01,12070,2.8025059773131753,8004,279,1753.2724097788125,1961192,1865.171628139032,1951010,-111.89921836021952,1950247,-1950073,True
2021-06-01,11189,1.9879055298076314,7153,238,2125.2832271381135,1355302,2207.7176702862785,1441561,-82.43444314816476,246065,-246063,True
2021-12-01,10244,2.1708781586189643,7007,247,748.578637922587,630813,780.5156295933366,636747,-31.93699167074963,311807,-313044,False
2022-06-01,10342,2.023652377139642,5640,220,1260.8956673790558,650414,1262.764717311055,650424,-1.8690499319992229,597381,-202164,True
1 Time NR NREF NFIX NAUTH LOC_ADD_AVG LOC_ADD_MAX LOC_DEL_AVG LOC_DEL_MAX CHURN_AVG CHURN_MAX CHURN_MIN LABEL
2 2001-12-01 21 1.394736842105263 0 5 46.1 378 189.35 1390 -143.25 1 -1284 True
3 2002-06-01 196 2.5972222222222223 41 10 36.68041237113402 2550 103.47422680412372 2550 -66.79381443298969 425 -1262 True
4 2002-12-01 291 3.2507462686567163 148 15 78.14583333333333 4776 218.49652777777777 4996 -140.35069444444446 4776 -4996 True
5 2003-06-01 336 1.9570871261378413 180 11 66.37764350453172 3393 317.3534743202417 5928 -250.97583081570997 3393 -5924 True
6 2003-12-01 680 3.4808094905792046 462 22 207.6552748885587 40291 301.6077265973254 48169 -93.95245170876672 40291 -48169 True
7 2004-06-01 1342 2.8468142792589246 411 26 112.0457614403601 28864 137.18004501125282 17764 -25.134283570892723 28864 -17764 True
8 2004-12-01 1543 2.071939736346516 539 31 34.73011734028683 4893 172.38917861799217 100891 -137.65906127770535 4893 -100891 True
9 2005-06-01 3429 3.4115203021718603 1284 34 72.48171980111144 6925 120.45305644925416 39468 -47.97133664814273 5459 -38123 True
10 2005-12-01 4200 2.7915492957746477 1343 44 68.01002386634845 42458 91.7909307875895 9387 -23.78090692124105 42458 -9387 True
11 2006-06-01 3555 3.280530628170113 1322 45 303.62697516930024 32314 346.54853273137695 32353 -42.92155756207675 4869 -6522 True
12 2006-12-01 3462 2.046429189002248 2204 40 14817.631594202898 191208 14809.560289855073 93912 8.071304347826088 106387 -43155 True
13 2007-06-01 4153 1.643440366972477 5984 61 10207.294416243654 202213 10236.234711143341 202272 -28.940294899685764 48566 -57531 False
14 2007-12-01 4871 2.0391022021456804 1779 71 141.19365471775856 39476 210.19798104655953 67766 -69.00432632880099 27747 -67588 True
15 2008-06-01 5513 2.031025653898288 2781 66 127.75600436681222 68656 159.0815138282387 40782 -31.325509461426492 68656 -40782 True
16 2008-12-01 4799 2.2427811280595957 2456 72 199.968410041841 66861 228.98347280334727 29345 -29.015062761506275 66861 -24712 True
17 2009-06-01 5926 2.219291299613976 3652 81 272.1521923142035 355066 384.3419671576096 355066 -112.18977484340613 355066 -355066 False
18 2009-12-01 4800 2.3453726219424973 2876 80 92.24173294265383 22599 228.72268731686898 262656 -136.48095437421514 21214 -262656 False
19 2010-06-01 4214 2.0088639462918283 3998 94 105.15950334288443 65448 229.365329512894 65448 -124.20582617000954 65448 -65448 False
20 2010-12-01 7517 2.5394283014410584 3946 168 341.1682267986092 347133 414.72532762770794 331008 -73.55710082909869 347113 -331004 True
21 2011-06-01 13281 2.9183323992776637 5382 215 333.4184922193685 155758 409.21664904064056 160175 -75.7981568212721 155756 -160175 True
22 2011-12-01 13559 2.70827500388863 7191 235 694.4113076296899 109002 782.1106342040997 139213 -87.69932657440982 45283 -139190 True
23 2012-06-01 13138 2.4756854490500864 5911 259 1038.4416685766673 255513 1111.7689663075864 265406 -73.3272977309191 255513 -265406 True
24 2012-12-01 11197 2.296954494064443 4738 279 1326.9040997577824 144700 1438.4316856553332 144716 -111.5275858975509 137914 -137942 True
25 2013-06-01 11611 2.409222042931886 6142 265 1865.7984777720117 1028136 1993.144525168656 1690445 -127.34604739664418 1028136 -1690445 True
26 2013-12-01 13065 2.37802361099645 6818 252 2086.4294605809127 216639 2191.4462886122637 216627 -105.01682803135085 111803 -111821 False
27 2014-06-01 12641 2.3934976722887886 8171 284 4907.681572676727 1385153 4945.573153296267 1385195 -37.89158061953932 1383954 -1383954 True
28 2014-12-01 12230 2.3990525124917506 7550 379 5712.223873245218 1513366 5676.731467038831 1513361 35.492406206386995 1513079 -1513074 False
29 2015-06-01 11221 2.1033153079152123 6594 381 4873.839287313099 412988 4940.885665681798 413244 -67.04637836869908 398900 -399141 False
30 2015-12-01 12410 2.3637047484720264 5240 409 2146.0495265841223 332678 2251.042243262928 332607 -104.99271667880554 323976 -323860 True
31 2016-06-01 13318 2.496275530636764 6236 425 1635.8251168400423 1669389 1723.9188903965023 1669525 -88.09377355646012 1668803 -1668554 False
32 2016-12-01 12901 2.406511132297684 5938 371 1583.933073929961 287365 1657.7274708171205 272083 -73.79439688715954 287365 -173540 False
33 2017-06-01 13387 2.4483264495452186 7028 348 1469.4418116376726 422342 1500.2739202159569 227192 -30.832108578284345 422342 -145361 True
34 2017-12-01 12077 2.56276291435302 6234 356 1470.7024284763806 459929 1533.096141051231 459899 -62.3937125748503 448229 -434319 False
35 2018-06-01 10508 2.4117076952897847 10701 303 1891.7196252748304 317003 1993.836057738266 299415 -102.11643246343561 156137 -156372 True
36 2018-12-01 9266 2.2345966546686427 8231 334 2262.83094773368 465521 2324.151160268922 468932 -61.320212535241815 310284 -310313 True
37 2019-06-01 10352 1.7572875958894196 18247 300 1743.1338834951457 222116 1842.9958252427184 222077 -99.86194174757281 176986 -181286 False
38 2019-12-01 11162 2.3392515592515593 14723 324 1719.201690495459 459270 1788.3393579714054 459130 -69.1376674759464 256018 -255999 False
39 2020-06-01 13319 2.4509968197517353 9482 312 2032.0279472693032 1951017 2212.6604896421845 1960672 -180.63254237288135 1950065 -1950215 False
40 2020-12-01 12070 2.8025059773131753 8004 279 1753.2724097788125 1961192 1865.171628139032 1951010 -111.89921836021952 1950247 -1950073 True
41 2021-06-01 11189 1.9879055298076314 7153 238 2125.2832271381135 1355302 2207.7176702862785 1441561 -82.43444314816476 246065 -246063 True
42 2021-12-01 10244 2.1708781586189643 7007 247 748.578637922587 630813 780.5156295933366 636747 -31.93699167074963 311807 -313044 False
43 2022-06-01 10342 2.023652377139642 5640 220 1260.8956673790558 650414 1262.764717311055 650424 -1.8690499319992229 597381 -202164 True