featureextraction/step3_stylometry_extraction/val_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
11,0.8181818181818182,5.181818181818182,0.2,0.18181818181818182,0.09090909090909091,20.2,14.218298069740978,0.2,2.560000000000001,0.12380952380952381,1.0
180,0.26666666666666666,5.361111111111111,0.05454545454545454,0.0,0.3333333333333333,26.78181818181818,21.044274461318587,0.14545454545454545,4.014545454545455,0.07727570399476097,0.0
88,0.7159090909090909,6.2727272727272725,0.125,0.125,0.25,26.3125,18.795673538077853,0.15625,10.0,0.037800687285223365,1.0
18,0.4444444444444444,3.7777777777777777,0.0,0.0,0.0,30.25,22.18529918662356,0.25,0.0,0.12903225806451613,1.0
56,0.5357142857142857,6.339285714285714,0.0,0.0,0.35714285714285715,33.25,23.836683913665507,0.0,20.9375,0.08592321755027423,1.0
162,0.2962962962962963,5.925925925925926,0.35135135135135137,0.0,0.2345679012345679,38.21621621621622,24.380026312132593,0.10810810810810811,9.39663988312637,0.030344827586206897,0.0
40,0.375,3.55,0.0,0.0,0.05,20.357142857142858,9.138670916629453,0.14285714285714285,19.918367346938776,0.026845637583892617,1.0
147,0.36054421768707484,4.891156462585034,0.0,0.0,0.3333333333333333,18.980392156862745,19.27763124745568,0.0196078431372549,0.0,0.11787819253438114,0.0
50,0.5,4.04,0.0,0.02,0.02,19.142857142857142,11.638547259556288,0.19047619047619047,28.299319727891152,0.07582938388625593,1.0
44,0.5681818181818182,4.568181818181818,0.0,0.0,0.22727272727272727,16.764705882352942,16.354633852303344,0.058823529411764705,0.1038062283737024,0.12292358803986711,0.0
60,0.48333333333333334,4.35,0.0,0.016666666666666666,0.11666666666666667,22.59090909090909,15.54073559423483,0.13636363636363635,21.15702479338843,0.07528957528957529,0.0
23,0.7391304347826086,6.434782608695652,0.0,0.0,0.30434782608695654,28.625,19.905636764494623,0.0,23.0,0.06779661016949153,1.0
63,0.31746031746031744,3.9523809523809526,0.0,0.047619047619047616,0.12698412698412698,21.666666666666668,13.57986371112385,0.23809523809523808,15.673469387755103,0.1031578947368421,1.0
59,0.3898305084745763,3.830508474576271,0.0,0.0,0.1694915254237288,33.78947368421053,16.627747726611496,0.0,81.37396121883658,0.08636363636363636,0.0
15,0.6,4.733333333333333,0.14285714285714285,0.0,0.13333333333333333,18.142857142857142,10.548237109699848,0.14285714285714285,8.489795918367346,0.08270676691729323,1.0
60,0.43333333333333335,3.1,0.0,0.0,0.16666666666666666,30.833333333333332,17.648575642873343,0.0,6.555555555555556,0.13385826771653545,1.0
48,0.625,5.0625,0.3076923076923077,0.041666666666666664,0.14583333333333334,24.384615384615383,21.510421308102522,0.23076923076923078,0.0,0.0425531914893617,0.0
41,0.5365853658536586,4.804878048780488,0.0,0.0,0.3170731707317073,25.235294117647058,17.797982079156206,0.11764705882352941,15.94463667820069,0.0853932584269663,0.0
95,0.43157894736842106,4.410526315789474,0.0,0.0,0.17894736842105263,22.107142857142858,18.972422252375917,0.03571428571428571,0.0,0.10526315789473684,0.0
113,0.4690265486725664,6.513274336283186,0.0,0.26548672566371684,0.035398230088495575,33.911764705882355,18.95562565426519,0.058823529411764705,9.027681660899653,0.050590219224283306,0.0
78,0.5128205128205128,4.294871794871795,0.4,0.0,0.07692307692307693,35.0,28.35724481209931,0.2,6.826666666666669,0.022263450834879406,0.0
68,0.2647058823529412,2.426470588235294,0.0,0.014705882352941176,0.058823529411764705,29.266666666666666,22.537277761275625,0.2,29.582222222222228,0.1456953642384106,1.0
181,0.4419889502762431,4.773480662983426,0.10810810810810811,0.055248618784530384,0.0718232044198895,36.83783783783784,25.9630855550967,0.13513513513513514,18.723155588020457,0.08363116511794139,0.0
184,0.30978260869565216,4.831521739130435,0.3235294117647059,0.0,0.2826086956521739,41.970588235294116,24.354592868114757,0.08823529411764706,9.301038062283737,0.04178082191780822,0.0
97,0.5051546391752577,4.206185567010309,0.4117647058823529,0.041237113402061855,0.07216494845360824,38.35294117647059,30.091900759996552,0.17647058823529413,14.062283737024222,0.025449101796407185,0.0
88,0.5681818181818182,4.75,0.0,0.0,0.06818181818181818,25.26086956521739,21.805897469749958,0.21739130434782608,8.105860113421548,0.06135986733001658,1.0
41,0.4634146341463415,4.780487804878049,0.0,0.0975609756097561,0.07317073170731707,28.76923076923077,18.55616773331028,0.15384615384615385,29.53846153846154,0.06217616580310881,0.0
98,0.40816326530612246,4.183673469387755,0.47058823529411764,0.07142857142857142,0.07142857142857142,34.76470588235294,22.535016965145093,0.11764705882352941,7.418685121107266,0.02471169686985173,0.0
39,0.5384615384615384,7.205128205128205,0.0,0.0,0.4358974358974359,41.666666666666664,32.601976763516795,0.0,16.98765432098766,0.06527415143603134,1.0
95,0.35789473684210527,3.6210526315789475,0.0,0.0,0.25263157894736843,15.513513513513514,18.78559197985523,0.02702702702702703,0.0,0.14918032786885246,0.0
27,0.6296296296296297,3.6296296296296298,0.0,0.0,0.1111111111111111,27.375,14.645285077457523,0.125,27.0,0.0752212389380531,0.0
22,0.45454545454545453,5.2727272727272725,0.0,0.0,0.13636363636363635,41.4,29.261578904768623,0.0,3.8400000000000007,0.1848341232227488,1.0
91,0.5164835164835165,5.164835164835165,0.38095238095238093,0.04395604395604396,0.08791208791208792,34.57142857142857,26.75207411375341,0.23809523809523808,7.619047619047619,0.0160857908847185,0.0
45,0.5111111111111111,4.333333333333333,0.0,0.0,0.15555555555555556,30.181818181818183,18.05455460953718,0.0,11.107438016528926,0.0847953216374269,1.0
61,0.6885245901639344,5.524590163934426,0.0,0.03278688524590164,0.14754098360655737,42.72727272727273,26.88727616986724,0.0,3.7024793388429744,0.06875,0.0
44,0.3409090909090909,4.863636363636363,0.0,0.0,0.022727272727272728,23.41176470588235,15.17761053630299,0.17647058823529413,17.16262975778547,0.07971014492753623,1.0
44,0.6818181818181818,6.068181818181818,0.0,0.0,0.45454545454545453,31.545454545454547,31.066976434686854,0.09090909090909091,0.0,0.058823529411764705,0.0
15,0.7333333333333333,4.0,0.2,0.13333333333333333,0.06666666666666667,24.0,16.946976131451887,0.2,2.560000000000001,0.08870967741935484,1.0
89,0.6179775280898876,6.617977528089888,0.19230769230769232,0.12359550561797752,0.16853932584269662,31.03846153846154,24.67867464529894,0.2692307692307692,11.45562130177515,0.039663461538461536,1.0
58,0.39655172413793105,4.293103448275862,0.0,0.0,0.20689655172413793,29.764705882352942,17.427258607152005,0.0,14.948096885813149,0.09770114942528736,0.0
49,0.46938775510204084,4.1020408163265305,0.0,0.02040816326530612,0.061224489795918366,24.4,14.550143183717012,0.2,24.462222222222227,0.09210526315789473,1.0
206,0.4320388349514563,5.616504854368932,0.32,0.043689320388349516,0.13592233009708737,31.68,19.96340652293591,0.2,8.601599999999998,0.03184323331292101,0.0
64,0.375,3.625,0.0,0.046875,0.0625,24.75,14.420038141419738,0.1875,15.0,0.06569343065693431,1.0
37,0.4864864864864865,7.837837837837838,0.06666666666666667,0.0,0.32432432432432434,26.266666666666666,19.712827183221478,0.0,2.7733333333333334,0.056372549019607844,0.0
53,0.37735849056603776,4.226415094339623,0.0,0.0,0.22641509433962265,28.666666666666668,14.36043948569201,0.05555555555555555,27.061728395061728,0.054409005628517824,0.0
92,0.33695652173913043,4.456521739130435,0.0,0.0,0.20652173913043478,25.696969696969695,21.793083206966113,0.21212121212121213,25.241505968778693,0.08636363636363636,0.0
62,0.46774193548387094,4.387096774193548,0.0,0.0,0.2903225806451613,27.476190476190474,21.56412154177584,0.14285714285714285,25.324263038548754,0.08375209380234507,0.0
183,0.28415300546448086,6.284153005464481,0.03125,0.0,0.4098360655737705,28.359375,23.742345600411408,0.140625,8.3583984375,0.06389776357827476,0.0
11,0.7272727272727273,5.181818181818182,0.0,0.0,0.09090909090909091,19.5,14.585952145814822,0.25,3.0,0.08641975308641975,1.0
41,0.4146341463414634,4.170731707317073,0.0,0.0,0.24390243902439024,27.1,21.65848563496534,0.0,6.5600000000000005,0.08214285714285714,1.0
65,0.38461538461538464,4.846153846153846,0.22727272727272727,0.015384615384615385,0.13846153846153847,26.045454545454547,16.739928512737748,0.18181818181818182,40.33057851239669,0.025252525252525252,0.0
41,0.36585365853658536,5.048780487804878,0.0,0.0,0.1951219512195122,24.533333333333335,14.568764151048944,0.0,18.773333333333333,0.06544502617801047,1.0
104,0.47115384615384615,4.028846153846154,0.4117647058823529,0.038461538461538464,0.0673076923076923,38.76470588235294,32.29920671355969,0.17647058823529413,14.062283737024222,0.022222222222222223,0.0
46,0.391304347826087,2.739130434782609,0.0,0.0,0.13043478260869565,25.545454545454547,13.425644635707348,0.0,8.991735537190083,0.12027491408934708,1.0
169,0.4319526627218935,4.958579881656805,0.0,0.023668639053254437,0.05325443786982249,49.56,38.27801457756136,0.0,4.0064,0.07838479809976247,0.0
76,0.2631578947368421,5.7368421052631575,0.0,0.0,0.09210526315789473,25.91176470588235,18.522430991287013,0.17647058823529413,29.065743944636683,0.060175054704595186,0.0
62,0.27419354838709675,3.8548387096774195,0.0,0.0,0.24193548387096775,30.153846153846153,19.457433437540814,0.07692307692307693,13.822485207100588,0.04950495049504951,1.0
51,0.6274509803921569,6.1568627450980395,0.0,0.0,0.3333333333333333,25.736842105263158,21.449676982632624,0.15789473684210525,9.927977839335181,0.07692307692307693,1.0
105,0.3619047619047619,3.8666666666666667,0.0,0.0,0.10476190476190476,31.289473684210527,16.388230524464554,0.05263157894736842,66.89196675900278,0.07259380097879282,0.0
171,0.21052631578947367,3.8304093567251463,0.0,0.005847953216374269,0.0935672514619883,18.789473684210527,14.672132365271393,0.18421052631578946,23.607340720221607,0.07784431137724551,0.0
91,0.24175824175824176,3.923076923076923,0.0,0.0,0.02197802197802198,25.61764705882353,18.63743024744489,0.17647058823529413,41.45415224913494,0.08849557522123894,0.0
55,0.4909090909090909,5.9818181818181815,0.0,0.0,0.23636363636363636,30.25,18.13318780578859,0.0,7.75,0.08617234468937876,1.0
60,0.5,3.9,0.0,0.016666666666666666,0.1,26.208333333333332,14.784505308674426,0.125,57.75,0.05521472392638037,0.0
104,0.5576923076923077,6.3173076923076925,0.11764705882352941,0.0,0.27884615384615385,27.029411764705884,24.46544417086084,0.20588235294117646,4.418685121107266,0.0546218487394958,0.0
20,0.65,4.65,0.0,0.0,0.2,28.0,14.787382008545888,0.16666666666666666,0.0,0.11560693641618497,1.0
101,0.504950495049505,5.8316831683168315,0.14814814814814814,0.0,0.297029702970297,37.25925925925926,26.850191519549508,0.18518518518518517,12.246913580246913,0.04941860465116279,0.0
289,0.39100346020761245,7.304498269896194,0.019801980198019802,0.0,0.4013840830449827,34.98019801980198,22.943313786058468,0.1188118811881188,41.812763454563274,0.047619047619047616,1.0
14,0.8571428571428571,5.285714285714286,0.0,0.14285714285714285,0.21428571428571427,17.571428571428573,13.730645004692896,0.14285714285714285,3.9183673469387754,0.06201550387596899,1.0
66,0.3787878787878788,3.393939393939394,0.0,0.0,0.13636363636363635,35.5,20.978163249754097,0.0,14.555555555555555,0.12814645308924486,1.0
218,0.44495412844036697,7.105504587155964,0.019801980198019802,0.0,0.3165137614678899,30.297029702970296,20.51106658766126,0.12871287128712872,75.00754827958043,0.05379746835443038,1.0
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