ai-code-detection / basemodel /val_features.csv
joshnavip's picture
Initial commit: AI code detection project (without binary files)
b144cb7
entropy,burstiness,repetition_ratio,avg_token_length,vocab_richness,num_tokens,unique_token_ratio,avg_line_length,language,Label
3.616348566075164,0.42105263157894735,0.26315789473684215,3.4210526315789473,0.7368421052631579,19,0.7368421052631579,25.25,python,1.0
5.225116096801971,0.9219512195121952,0.7365853658536585,4.84390243902439,0.2634146341463415,205,0.2634146341463415,31.340425531914892,java,0.0
5.858683407719383,0.5053763440860215,0.30107526881720426,6.021505376344086,0.6989247311827957,93,0.6989247311827957,30.59259259259259,python,1.0
3.4687406100460665,0.918918918918919,0.6486486486486487,2.4324324324324325,0.35135135135135137,37,0.35135135135135137,40.333333333333336,python,1.0
4.726474118254375,0.75,0.4642857142857143,6.339285714285714,0.5357142857142857,56,0.5357142857142857,33.25,java,1.0
5.127518057233353,0.9186602870813397,0.7416267942583732,4.779904306220096,0.2583732057416268,209,0.2583732057416268,42.84848484848485,java,0.0
3.385592490318422,0.8181818181818182,0.6909090909090909,2.6,0.3090909090909091,55,0.3090909090909091,23.75,python,1.0
5.303371529748239,0.8614457831325302,0.6566265060240963,4.445783132530121,0.3433734939759036,166,0.3433734939759036,19.36,java,0.0
4.32307418942857,0.72,0.5,4.04,0.5,50,0.5,23.647058823529413,python,1.0
4.646104113627779,0.6666666666666666,0.4444444444444444,3.925925925925926,0.5555555555555556,54,0.5555555555555556,17.8125,java,0.0
4.824043435284101,0.7971014492753623,0.5217391304347826,3.9130434782608696,0.4782608695652174,69,0.4782608695652174,26.157894736842106,python,0.0
4.133660689688186,0.44,0.24,6.0,0.76,25,0.76,28.625,java,1.0
3.977232016069148,0.8854166666666666,0.7395833333333333,2.7395833333333335,0.2604166666666667,96,0.2604166666666667,28.4375,python,1.0
4.418945246473782,0.8461538461538461,0.641025641025641,3.1153846153846154,0.358974358974359,78,0.358974358974359,33.78947368421053,java,0.0
3.795088586397732,0.4782608695652174,0.30434782608695654,3.5652173913043477,0.6956521739130435,23,0.6956521739130435,21.166666666666668,python,1.0
4.665893393157604,0.8735632183908046,0.632183908045977,2.4942528735632186,0.367816091954023,87,0.367816091954023,30.833333333333332,java,1.0
4.888279432092592,0.5636363636363636,0.36363636363636365,4.5636363636363635,0.6363636363636364,55,0.6363636363636364,31.7,python,0.0
4.43887358554625,0.7111111111111111,0.4444444444444444,4.488888888888889,0.5555555555555556,45,0.5555555555555556,27.533333333333335,java,0.0
4.956005194695069,0.7636363636363637,0.5909090909090908,3.963636363636364,0.4090909090909091,110,0.4090909090909091,22.925925925925927,java,0.0
4.364611584126849,0.8990825688073395,0.7201834862385321,3.86697247706422,0.2798165137614679,218,0.2798165137614679,36.03125,python,0.0
5.1310450521201885,0.6923076923076923,0.4945054945054945,3.8241758241758244,0.5054945054945055,91,0.5054945054945055,43.083333333333336,python,0.0
4.157269582127642,0.9487179487179487,0.7863247863247863,1.735042735042735,0.21367521367521367,117,0.21367521367521367,36.583333333333336,python,1.0
6.1032071909268755,0.7524271844660194,0.558252427184466,4.344660194174757,0.441747572815534,206,0.441747572815534,42.59375,python,0.0
5.489504669651612,0.9067796610169492,0.7203389830508475,3.983050847457627,0.2796610169491525,236,0.2796610169491525,46.03225806451613,java,0.0
5.5429756373358305,0.6216216216216216,0.4504504504504504,3.810810810810811,0.5495495495495496,111,0.5495495495495496,46.0,python,0.0
5.597773058187228,0.7096774193548387,0.4193548387096774,4.548387096774194,0.5806451612903226,93,0.5806451612903226,32.27777777777778,python,1.0
4.288320189106,0.7916666666666666,0.5208333333333333,4.229166666666667,0.4791666666666667,48,0.4791666666666667,34.0,python,0.0
5.117143809076922,0.8490566037735849,0.5849056603773585,3.943396226415094,0.41509433962264153,106,0.41509433962264153,39.4,python,0.0
4.3341837197791895,0.8,0.44999999999999996,7.05,0.55,40,0.55,41.666666666666664,java,1.0
4.7319988769018755,0.8416666666666667,0.675,3.091666666666667,0.325,120,0.325,15.944444444444445,java,0.0
4.2628148954723555,0.55,0.4,2.825,0.6,40,0.6,31.285714285714285,python,0.0
3.25,0.875,0.625,3.6875,0.375,32,0.375,41.4,java,1.0
5.086021506160257,0.7008547008547008,0.5470085470085471,4.239316239316239,0.452991452991453,117,0.452991452991453,44.125,python,0.0
4.488525294897748,0.6923076923076923,0.46153846153846156,3.9038461538461537,0.5384615384615384,52,0.5384615384615384,30.181818181818183,java,1.0
5.273684376262023,0.6111111111111112,0.375,4.819444444444445,0.625,72,0.625,42.72727272727273,python,0.0
4.047055675509121,0.8627450980392157,0.607843137254902,4.372549019607843,0.39215686274509803,51,0.39215686274509803,28.428571428571427,python,1.0
4.6442547530701885,0.5370370370370371,0.38888888888888884,5.12962962962963,0.6111111111111112,54,0.6111111111111112,34.7,java,0.0
4.423251796980337,0.32142857142857145,0.1785714285714286,2.642857142857143,0.8214285714285714,28,0.8214285714285714,30.0,python,1.0
5.498927847038898,0.5842696629213483,0.3820224719101124,6.617977528089888,0.6179775280898876,89,0.6179775280898876,41.421052631578945,python,1.0
4.376857192109841,0.8625,0.65,3.4125,0.35,80,0.35,29.764705882352942,java,0.0
4.600176636857892,0.7894736842105263,0.5087719298245614,3.6842105263157894,0.49122807017543857,57,0.49122807017543857,30.5,python,1.0
6.213552119915352,0.8066037735849056,0.5613207547169812,5.485849056603773,0.4386792452830189,212,0.4386792452830189,39.6,python,0.0
4.024059741690056,0.7727272727272727,0.6060606060606061,3.5454545454545454,0.3939393939393939,66,0.3939393939393939,30.46153846153846,python,1.0
4.14853573331382,0.7619047619047619,0.5,7.023809523809524,0.5,42,0.5,26.266666666666666,java,0.0
4.2057539822273915,0.8507462686567164,0.6417910447761195,3.5522388059701493,0.3582089552238806,67,0.3582089552238806,30.352941176470587,python,0.0
4.860498585099573,0.8737864077669902,0.6504854368932038,4.097087378640777,0.34951456310679613,103,0.34951456310679613,32.61538461538461,java,0.0
4.661648023061636,0.7631578947368421,0.5526315789473684,3.776315789473684,0.4473684210526316,76,0.4473684210526316,32.05555555555556,java,0.0
5.405165733375986,0.9311926605504587,0.7339449541284404,5.426605504587156,0.26605504587155965,218,0.26605504587155965,33.0,java,0.0
3.238901256602631,0.46153846153846156,0.23076923076923073,4.538461538461538,0.7692307692307693,13,0.7692307692307693,26.0,python,1.0
3.964395529526285,0.9512195121951219,0.5853658536585367,4.170731707317073,0.4146341463414634,41,0.4146341463414634,27.1,java,1.0
4.091031702849688,0.8170731707317073,0.6707317073170731,3.8780487804878048,0.32926829268292684,82,0.32926829268292684,31.833333333333332,python,0.0
3.6596769481795466,0.8571428571428571,0.6190476190476191,4.976190476190476,0.38095238095238093,42,0.38095238095238093,24.533333333333335,java,1.0
5.249145047994913,0.6875,0.5178571428571428,3.8125,0.48214285714285715,112,0.48214285714285715,46.5,python,0.0
4.456796057875661,0.7761194029850746,0.582089552238806,2.283582089552239,0.417910447761194,67,0.417910447761194,25.545454545454547,java,1.0
5.669233537529181,0.8121827411167513,0.6142131979695431,4.3908629441624365,0.38578680203045684,197,0.38578680203045684,49.56,python,0.0
4.923879361943277,0.9572649572649573,0.6923076923076923,4.205128205128205,0.3076923076923077,117,0.3076923076923077,31.321428571428573,python,0.0
4.028579035079149,0.9841269841269841,0.7142857142857143,3.8253968253968256,0.2857142857142857,63,0.2857142857142857,32.666666666666664,python,1.0
4.931270849848961,0.6,0.36363636363636365,5.763636363636364,0.6363636363636364,55,0.6363636363636364,29.8125,java,1.0
4.987993396430413,0.8682170542635659,0.6744186046511628,3.317829457364341,0.32558139534883723,129,0.32558139534883723,33.02777777777778,java,0.0
4.895499903544709,0.9303482587064676,0.7661691542288558,3.4776119402985075,0.23383084577114427,201,0.23383084577114427,23.032258064516128,java,0.0
4.297689964750703,0.9158878504672897,0.7476635514018692,3.532710280373832,0.2523364485981308,107,0.2523364485981308,31.107142857142858,java,0.0
4.531740514375559,0.8,0.509090909090909,5.9818181818181815,0.4909090909090909,55,0.4909090909090909,30.25,java,1.0
4.894400915540714,0.7763157894736842,0.5263157894736843,3.3157894736842106,0.47368421052631576,76,0.47368421052631576,29.952380952380953,python,0.0
5.754451229096238,0.7107438016528925,0.4628099173553719,5.603305785123967,0.5371900826446281,121,0.5371900826446281,34.03703703703704,java,0.0
3.5141016549301787,0.6944444444444444,0.5555555555555556,3.0277777777777777,0.4444444444444444,36,0.4444444444444444,33.6,python,1.0
5.4389854001411315,0.7350427350427351,0.5213675213675213,5.170940170940171,0.47863247863247865,117,0.47863247863247865,43.72727272727273,java,0.0
6.500985818092827,0.8327974276527331,0.6109324758842444,6.864951768488746,0.3890675241157556,311,0.3890675241157556,38.79775280898876,java,1.0
3.9219280948873627,0.4,0.19999999999999996,3.85,0.8,20,0.8,20.5,python,1.0
4.594928174344042,0.9072164948453608,0.6804123711340206,2.6804123711340204,0.31958762886597936,97,0.31958762886597936,35.5,java,1.0
6.3478254862783485,0.7662337662337663,0.5454545454545454,6.783549783549783,0.45454545454545453,231,0.45454545454545453,33.81818181818182,java,1.0
4.777798184597433,0.8349514563106796,0.6310679611650485,4.475728155339806,0.36893203883495146,103,0.36893203883495146,30.413793103448278,python,0.0
4.955482172039427,0.7422680412371134,0.5257731958762887,5.556701030927835,0.4742268041237113,97,0.4742268041237113,29.88,python,0.0
3.963119345888566,0.7291666666666666,0.5416666666666667,3.8333333333333335,0.4583333333333333,48,0.4583333333333333,29.2,python,1.0
4.981129381113054,0.7857142857142857,0.5892857142857143,3.8214285714285716,0.4107142857142857,112,0.4107142857142857,47.69230769230769,python,0.0