featureextraction/step3_stylometry_extraction/train_features.csv

identifier_count,unique_identifier_ratio,avg_identifier_length,comment_ratio,snake_case_ratio,camel_case_ratio,avg_line_length,std_line_length,blank_line_ratio,indentation_variance,punctuation_density,Label
115,0.3391304347826087,4.28695652173913,0.0,0.008695652173913044,0.25217391304347825,40.03448275862069,16.655707851748787,0.034482758620689655,76.06183115338881,0.061396131202691336,0.0
107,0.3177570093457944,3.6448598130841123,0.0,0.0,0.2336448598130841,14.702127659574469,17.94781429662833,0.06382978723404255,0.07786328655500228,0.14246947082767977,0.0
134,0.30597014925373134,4.731343283582089,0.0,0.0,0.22388059701492538,25.037735849056602,15.425979390516485,0.03773584905660377,18.409398362406552,0.08919506889050036,0.0
93,0.3010752688172043,5.344086021505376,0.0,0.0,0.1935483870967742,30.205128205128204,18.67423768694968,0.02564102564102564,31.621301775147938,0.07894736842105263,0.0
61,0.4262295081967213,3.9836065573770494,0.0,0.0,0.13114754098360656,23.923076923076923,17.89697670412321,0.0,24.828402366863905,0.08500772797527048,0.0
45,0.37777777777777777,3.688888888888889,0.0,0.0,0.044444444444444446,24.476190476190474,14.4506353382128,0.09523809523809523,26.84807256235828,0.08614232209737828,0.0
96,0.23958333333333334,7.114583333333333,0.0,0.22916666666666666,0.08333333333333333,23.15909090909091,20.373716559486173,0.3181818181818182,15.231404958677684,0.04990583804143126,0.0
38,0.5,3.8684210526315788,0.0,0.0,0.10526315789473684,22.666666666666668,17.775138693004774,0.2,29.582222222222224,0.07627118644067797,0.0
57,0.42105263157894735,3.3859649122807016,0.0,0.0,0.21052631578947367,30.916666666666668,18.61208538080089,0.0,7.555555555555556,0.13350785340314136,1.0
47,0.44680851063829785,2.702127659574468,0.0,0.0,0.0425531914893617,26.25,13.997767679169419,0.0625,25.30859375,0.05747126436781609,0.0
83,0.3373493975903614,4.650602409638554,0.0,0.0,0.2891566265060241,30.285714285714285,18.384498794320375,0.03571428571428571,41.387755102040806,0.07771428571428571,0.0
275,0.3236363636363636,7.723636363636364,0.0297029702970297,0.0,0.3490909090909091,32.603960396039604,24.473901722107612,0.1485148514851485,21.059503970199,0.04420866489832007,1.0
32,0.3125,4.34375,0.0,0.0,0.0625,17.8,9.840054200392732,0.2,13.226666666666665,0.0711743772241993,1.0
53,0.41509433962264153,4.377358490566038,0.0,0.0,0.18867924528301888,35.36363636363637,21.781028973409313,0.0,7.140495867768595,0.09523809523809523,1.0
58,0.4482758620689655,4.0,0.0,0.0,0.1724137931034483,14.416666666666666,15.910993753446775,0.041666666666666664,0.03993055555555556,0.13821138211382114,0.0
39,0.4358974358974359,3.5641025641025643,0.0,0.0,0.02564102564102564,21.071428571428573,14.81536020349096,0.21428571428571427,11.428571428571429,0.09090909090909091,1.0
37,0.4594594594594595,3.5945945945945947,0.0,0.0,0.1891891891891892,24.6,14.994665718181249,0.0,7.840000000000001,0.10980392156862745,1.0
40,0.55,3.925,0.0,0.0,0.2,24.25,15.801503093060482,0.0625,26.0,0.09429280397022333,0.0
29,0.4827586206896552,5.586206896551724,0.0,0.2413793103448276,0.41379310344827586,30.125,12.633660395942263,0.0,0.0,0.10887096774193548,0.0
52,0.6730769230769231,5.615384615384615,0.07692307692307693,0.07692307692307693,0.09615384615384616,28.846153846153847,22.222117028021895,0.23076923076923078,0.0,0.059431524547803614,1.0
21,0.7142857142857143,7.095238095238095,0.0,0.0,0.42857142857142855,22.7,16.715561611863357,0.0,6.4,0.08050847457627118,1.0
51,0.7058823529411765,4.1568627450980395,0.13333333333333333,0.0196078431372549,0.17647058823529413,24.933333333333334,22.406745016227195,0.26666666666666666,8.106666666666667,0.08505154639175258,1.0
135,0.4666666666666667,4.614814814814815,0.20833333333333334,0.0,0.13333333333333333,61.75,39.19954293951228,0.0,87.88888888888887,0.06445182724252492,0.0
35,0.42857142857142855,3.2285714285714286,0.0,0.0,0.08571428571428572,18.727272727272727,10.384349317304462,0.09090909090909091,11.900826446280991,0.10648148148148148,1.0
42,0.6428571428571429,6.976190476190476,0.0,0.0,0.38095238095238093,27.533333333333335,19.45547623564007,0.06666666666666667,7.395555555555557,0.05152224824355972,1.0
88,0.5795454545454546,5.3522727272727275,0.0,0.09090909090909091,0.07954545454545454,32.40909090909091,28.18068179527034,0.0,0.0,0.11716621253405994,0.0
31,0.5483870967741935,4.161290322580645,0.0,0.0,0.22580645161290322,34.833333333333336,17.976064332575383,0.0,3.555555555555556,0.14018691588785046,1.0
91,0.43956043956043955,4.021978021978022,0.0,0.0,0.3516483516483517,42.8125,26.18496407769161,0.0625,16.0,0.1,0.0
43,0.5348837209302325,8.511627906976743,0.0,0.0,0.32558139534883723,37.30769230769231,30.615191340711924,0.0,8.33136094674556,0.06237424547283702,1.0
162,0.21604938271604937,3.1049382716049383,0.0,0.0,0.18518518518518517,18.07547169811321,20.108056262709567,0.03773584905660377,0.036311854752580995,0.17425742574257425,0.0
18,0.5555555555555556,3.4444444444444446,0.0,0.0,0.0,22.8,11.855800268223145,0.0,6.4,0.05084745762711865,1.0
91,0.6263736263736264,6.318681318681318,0.19230769230769232,0.13186813186813187,0.16483516483516483,30.576923076923077,24.604835479923103,0.2692307692307692,11.45562130177515,0.04024390243902439,1.0
313,0.29073482428115016,4.424920127795527,0.125,0.0,0.14696485623003194,44.541666666666664,37.17915989577435,0.20833333333333334,15.305555555555555,0.0540045766590389,0.0
42,0.40476190476190477,3.2142857142857144,0.0,0.0,0.14285714285714285,30.0,17.204650534085253,0.0,3.9183673469387754,0.10648148148148148,1.0
99,0.2828282828282828,3.202020202020202,0.0,0.0,0.35353535353535354,27.076923076923077,17.935617930044796,0.15384615384615385,18.556213017751478,0.06721536351165981,1.0
57,0.38596491228070173,2.824561403508772,0.0,0.0,0.12280701754385964,30.454545454545453,13.06183640411768,0.0,18.247933884297524,0.1391304347826087,1.0
46,0.391304347826087,3.5,0.0,0.0,0.06521739130434782,31.083333333333332,17.17293574850329,0.08333333333333333,32.88888888888889,0.09114583333333333,0.0
138,0.427536231884058,5.927536231884058,0.3055555555555556,0.0,0.2753623188405797,34.361111111111114,22.44518356868793,0.1111111111111111,12.69135802469136,0.036163522012578615,0.0
22,0.5909090909090909,4.2272727272727275,0.0,0.0,0.13636363636363635,26.714285714285715,15.21009331909276,0.14285714285714285,0.0,0.09326424870466321,1.0
135,0.3037037037037037,3.837037037037037,0.0,0.0,0.0962962962962963,14.55,18.39331853327905,0.18333333333333332,0.15999999999999998,0.12660944206008584,0.0
110,0.3,5.209090909090909,0.0,0.0,0.4090909090909091,30.692307692307693,23.49375677696245,0.20512820512820512,11.88691650230112,0.08016194331983806,0.0
50,0.7,5.26,0.375,0.0,0.06,45.125,30.95737997634813,0.0,0.0,0.04619565217391304,0.0
41,0.5121951219512195,7.024390243902439,0.0,0.2682926829268293,0.024390243902439025,40.3,29.87657945615595,0.1,7.040000000000001,0.0703883495145631,0.0
86,0.5,5.290697674418604,0.16666666666666666,0.06976744186046512,0.13953488372093023,22.933333333333334,20.286174821510556,0.2,8.195555555555554,0.06276150627615062,1.0
19,0.6842105263157895,5.578947368421052,0.0,0.10526315789473684,0.10526315789473684,23.0,16.673332000533065,0.2857142857142857,0.0,0.05389221556886228,1.0
218,0.3119266055045872,5.922018348623853,0.009900990099009901,0.0,0.21100917431192662,25.217821782178216,17.039618343001965,0.10891089108910891,22.005685717086557,0.06837929731771818,1.0
176,0.3806818181818182,5.193181818181818,0.1282051282051282,0.09090909090909091,0.125,34.12820512820513,23.666680556708986,0.15384615384615385,12.265614727153187,0.04821037253469686,0.0
42,0.8333333333333334,6.785714285714286,0.13333333333333333,0.19047619047619047,0.35714285714285715,26.8,18.62328291861203,0.13333333333333333,3.9822222222222217,0.0625,1.0
90,0.23333333333333334,2.7333333333333334,0.0,0.0,0.044444444444444446,27.0,18.063380477798564,0.14285714285714285,23.609977324263035,0.09028960817717206,1.0
62,0.6774193548387096,5.629032258064516,0.0,0.03225806451612903,0.12903225806451613,34.642857142857146,31.194338183296622,0.21428571428571427,3.2653061224489797,0.06827309236947791,0.0
175,0.5257142857142857,5.554285714285714,0.17777777777777778,0.12,0.18857142857142858,33.93333333333333,22.438459047903546,0.2,27.606913580246925,0.04964990451941439,1.0
67,0.40298507462686567,3.985074626865672,0.0,0.0,0.1791044776119403,13.678571428571429,16.684153241556945,0.0,0.034438775510204085,0.15121951219512195,0.0
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28,0.7142857142857143,4.785714285714286,0.0,0.0,0.21428571428571427,10.476190476190476,13.93050454635796,0.23809523809523808,0.20408163265306126,0.10833333333333334,0.0
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