add Glance-EA-SATD

Author: Naplues

main.py

@@ -15,7 +15,7 @@
               'LineDP': LineDP,
               'PMD': PMD, 'CheckStyle': CheckStyle,
               'NGram': NGram, 'NGram-C': NGram_C,
-              'Glance-EA': Glance_EA, 'Glance-MD': Glance_MD, 'Glance-LR': Glance_LR,
+              'Glance-EA': Glance_EA, 'Glance-MD': Glance_MD, 'Glance-LR': Glance_LR, 'Glance-EA-SATD': Glance_EA_SATD,
               }
 
 
@@ -51,7 +51,8 @@ def parse_args():
     # Run the specific models.
     else:
         model_name = sys.argv[1]
-        run_cross_release_predict(MODEL_DICT[model_name])
+        if model_name in MODEL_DICT.keys():
+            run_cross_release_predict(MODEL_DICT[model_name])
 
 
 if __name__ == '__main__':

result/Dis1/Dis1-summary-mean-Glance-EA-horizontal.csv

@@ -1,9 +1,9 @@
-,5%,10%,15%,20%,25%,30%,35%,40%,45%,50%
-recall,0.071,0.134,0.192,0.251,0.31,0.361,0.406,0.448,0.481,0.512
-far,0.024,0.048,0.073,0.097,0.122,0.146,0.171,0.195,0.22,0.245
-ce,0.013,0.012,0.012,0.011,0.011,0.01,0.01,0.009,0.009,0.009
-d2h,0.657,0.613,0.574,0.534,0.495,0.464,0.437,0.415,0.4,0.388
-mcc,0.03,0.039,0.046,0.053,0.059,0.062,0.064,0.066,0.065,0.064
-ifa,421.447,509.488,840.911,645.171,398.106,1149.35,1945.138,1467.569,1734.228,637.732
-recall_20,0.071,0.134,0.192,0.251,0.31,0.361,0.406,0.448,0.435,0.418
-ratio,0.284,0.393,0.453,0.499,0.535,0.563,0.584,0.602,0.616,0.628
+,5%,10%,15%,20%,25%,30%,35%,40%,45%,50%,55%,60%,65%,70%,75%,80%,85%,90%,95%,100%
+recall,0.071,0.134,0.192,0.251,0.31,0.361,0.406,0.448,0.481,0.512,0.54,0.565,0.587,0.604,0.612,0.614,0.614,0.614,0.614,0.614
+far,0.024,0.048,0.073,0.097,0.122,0.146,0.171,0.195,0.22,0.245,0.269,0.292,0.311,0.323,0.328,0.329,0.329,0.329,0.33,0.33
+ce,0.013,0.012,0.012,0.011,0.011,0.01,0.01,0.009,0.009,0.009,0.009,0.009,0.008,0.008,0.008,0.008,0.008,0.008,0.008,0.008
+d2h,0.657,0.613,0.574,0.534,0.495,0.464,0.437,0.415,0.4,0.388,0.379,0.374,0.37,0.366,0.364,0.364,0.364,0.364,0.364,0.364
+mcc,0.03,0.039,0.046,0.053,0.059,0.062,0.064,0.066,0.065,0.064,0.063,0.062,0.062,0.063,0.063,0.063,0.063,0.063,0.063,0.063
+ifa,421.447,509.488,840.911,645.171,398.106,1149.35,1945.138,1467.569,1734.228,637.732,1624.862,1927.041,1735.634,1500.008,1139.691,1514.927,1559.341,1574.821,1583.504,1584.512
+recall_20,0.071,0.134,0.192,0.251,0.31,0.361,0.406,0.448,0.435,0.418,0.392,0.406,0.41,0.442,0.443,0.444,0.444,0.444,0.444,0.444
+ratio,0.284,0.393,0.453,0.499,0.535,0.563,0.584,0.602,0.616,0.628,0.637,0.645,0.652,0.656,0.659,0.659,0.659,0.659,0.659,0.659

result/Dis1/Dis1-summary-mean-Glance-EA-vertical.csv

@@ -9,3 +9,13 @@
 40%,0.448,0.195,0.009,0.415,0.066,1467.569,0.448,0.602
 45%,0.481,0.22,0.009,0.4,0.065,1734.228,0.435,0.616
 50%,0.512,0.245,0.009,0.388,0.064,637.732,0.418,0.628
+55%,0.54,0.269,0.009,0.379,0.063,1624.862,0.392,0.637
+60%,0.565,0.292,0.009,0.374,0.062,1927.041,0.406,0.645
+65%,0.587,0.311,0.008,0.37,0.062,1735.634,0.41,0.652
+70%,0.604,0.323,0.008,0.366,0.063,1500.008,0.442,0.656
+75%,0.612,0.328,0.008,0.364,0.063,1139.691,0.443,0.659
+80%,0.614,0.329,0.008,0.364,0.063,1514.927,0.444,0.659
+85%,0.614,0.329,0.008,0.364,0.063,1559.341,0.444,0.659
+90%,0.614,0.329,0.008,0.364,0.063,1574.821,0.444,0.659
+95%,0.614,0.33,0.008,0.364,0.063,1583.504,0.444,0.659
+100%,0.614,0.33,0.008,0.364,0.063,1584.512,0.444,0.659

result/Dis1/Dis1-summary-mean-Glance-LR-horizontal.csv

@@ -1,9 +1,9 @@
-,5%,10%,15%,20%,25%,30%,35%,40%,45%,50%
-recall,0.099,0.188,0.273,0.357,0.438,0.507,0.569,0.624,0.667,0.707
-far,0.017,0.035,0.053,0.071,0.09,0.108,0.126,0.145,0.163,0.182
-ce,0.012,0.011,0.01,0.009,0.008,0.008,0.007,0.006,0.005,0.005
-d2h,0.637,0.575,0.516,0.458,0.404,0.359,0.322,0.292,0.273,0.259
-mcc,0.061,0.082,0.099,0.113,0.125,0.133,0.138,0.141,0.141,0.141
-ifa,82.39,51.26,96.065,124.667,75.195,104.325,196.967,178.553,201.829,197.911
-recall_20,0.099,0.188,0.273,0.357,0.438,0.502,0.553,0.595,0.612,0.627
-ratio,0.375,0.525,0.605,0.664,0.711,0.746,0.773,0.793,0.813,0.827
+,5%,10%,15%,20%,25%,30%,35%,40%,45%,50%,55%,60%,65%,70%,75%,80%,85%,90%,95%,100%
+recall,0.099,0.188,0.273,0.357,0.438,0.507,0.569,0.624,0.667,0.707,0.743,0.776,0.805,0.826,0.836,0.839,0.839,0.839,0.839,0.839
+far,0.017,0.035,0.053,0.071,0.09,0.108,0.126,0.145,0.163,0.182,0.2,0.218,0.233,0.243,0.247,0.248,0.248,0.248,0.248,0.248
+ce,0.012,0.011,0.01,0.009,0.008,0.008,0.007,0.006,0.005,0.005,0.004,0.004,0.003,0.003,0.002,0.002,0.002,0.002,0.002,0.002
+d2h,0.637,0.575,0.516,0.458,0.404,0.359,0.322,0.292,0.273,0.259,0.25,0.246,0.245,0.246,0.246,0.247,0.247,0.247,0.247,0.247
+mcc,0.061,0.082,0.099,0.113,0.125,0.133,0.138,0.141,0.141,0.141,0.141,0.141,0.142,0.143,0.144,0.144,0.144,0.144,0.144,0.144
+ifa,82.39,51.26,96.065,124.667,75.195,104.325,196.967,178.553,201.829,197.911,301.0,292.959,441.577,312.764,240.0,293.854,279.943,286.415,288.154,288.203
+recall_20,0.099,0.188,0.273,0.357,0.438,0.502,0.553,0.595,0.612,0.627,0.627,0.625,0.629,0.637,0.641,0.641,0.64,0.64,0.64,0.64
+ratio,0.375,0.525,0.605,0.664,0.711,0.746,0.773,0.793,0.813,0.827,0.835,0.844,0.853,0.857,0.859,0.859,0.859,0.859,0.859,0.859

result/Dis1/Dis1-summary-mean-Glance-LR-vertical.csv

@@ -9,3 +9,13 @@
 40%,0.624,0.145,0.006,0.292,0.141,178.553,0.595,0.793
 45%,0.667,0.163,0.005,0.273,0.141,201.829,0.612,0.813
 50%,0.707,0.182,0.005,0.259,0.141,197.911,0.627,0.827
+55%,0.743,0.2,0.004,0.25,0.141,301.0,0.627,0.835
+60%,0.776,0.218,0.004,0.246,0.141,292.959,0.625,0.844
+65%,0.805,0.233,0.003,0.245,0.142,441.577,0.629,0.853
+70%,0.826,0.243,0.003,0.246,0.143,312.764,0.637,0.857
+75%,0.836,0.247,0.002,0.246,0.144,240.0,0.641,0.859
+80%,0.839,0.248,0.002,0.247,0.144,293.854,0.641,0.859
+85%,0.839,0.248,0.002,0.247,0.144,279.943,0.64,0.859
+90%,0.839,0.248,0.002,0.247,0.144,286.415,0.64,0.859
+95%,0.839,0.248,0.002,0.247,0.144,288.154,0.64,0.859
+100%,0.839,0.248,0.002,0.247,0.144,288.203,0.64,0.859

result/Dis1/Dis1-summary-mean-Glance-MD-horizontal.csv

@@ -1,9 +1,9 @@
-,5%,10%,15%,20%,25%,30%,35%,40%,45%,50%
-recall,0.111,0.208,0.3,0.392,0.482,0.558,0.626,0.687,0.735,0.779
-far,0.04,0.081,0.122,0.163,0.205,0.246,0.287,0.329,0.371,0.413
-ce,0.013,0.012,0.011,0.01,0.009,0.008,0.007,0.007,0.006,0.005
-d2h,0.629,0.563,0.502,0.445,0.394,0.358,0.335,0.323,0.324,0.334
-mcc,0.035,0.046,0.055,0.063,0.071,0.075,0.078,0.079,0.078,0.077
-ifa,205.967,217.244,455.374,428.228,294.098,500.707,773.122,828.008,884.854,1257.089
-recall_20,0.111,0.208,0.3,0.392,0.464,0.463,0.453,0.43,0.415,0.38
-ratio,0.41,0.57,0.658,0.72,0.771,0.809,0.841,0.863,0.882,0.899
+,5%,10%,15%,20%,25%,30%,35%,40%,45%,50%,55%,60%,65%,70%,75%,80%,85%,90%,95%,100%
+recall,0.111,0.208,0.3,0.392,0.482,0.558,0.626,0.687,0.735,0.779,0.82,0.858,0.891,0.916,0.928,0.93,0.931,0.931,0.931,0.931
+far,0.04,0.081,0.122,0.163,0.205,0.246,0.287,0.329,0.371,0.413,0.453,0.491,0.522,0.541,0.549,0.551,0.551,0.551,0.551,0.551
+ce,0.013,0.012,0.011,0.01,0.009,0.008,0.007,0.007,0.006,0.005,0.005,0.004,0.003,0.003,0.002,0.002,0.002,0.002,0.002,0.002
+d2h,0.629,0.563,0.502,0.445,0.394,0.358,0.335,0.323,0.324,0.334,0.348,0.364,0.38,0.39,0.394,0.395,0.395,0.395,0.395,0.395
+mcc,0.035,0.046,0.055,0.063,0.071,0.075,0.078,0.079,0.078,0.077,0.077,0.077,0.077,0.079,0.08,0.08,0.08,0.08,0.08,0.08
+ifa,205.967,217.244,455.374,428.228,294.098,500.707,773.122,828.008,884.854,1257.089,843.439,559.244,1153.195,1045.439,829.39,1469.569,1488.837,1521.724,1532.756,1533.78
+recall_20,0.111,0.208,0.3,0.392,0.464,0.463,0.453,0.43,0.415,0.38,0.371,0.384,0.384,0.451,0.451,0.451,0.451,0.451,0.451,0.451
+ratio,0.41,0.57,0.658,0.72,0.771,0.809,0.841,0.863,0.882,0.899,0.911,0.92,0.928,0.933,0.935,0.935,0.935,0.935,0.935,0.935

result/Dis1/Dis1-summary-mean-Glance-MD-vertical.csv

@@ -9,3 +9,13 @@
 40%,0.687,0.329,0.007,0.323,0.079,828.008,0.43,0.863
 45%,0.735,0.371,0.006,0.324,0.078,884.854,0.415,0.882
 50%,0.779,0.413,0.005,0.334,0.077,1257.089,0.38,0.899
+55%,0.82,0.453,0.005,0.348,0.077,843.439,0.371,0.911
+60%,0.858,0.491,0.004,0.364,0.077,559.244,0.384,0.92
+65%,0.891,0.522,0.003,0.38,0.077,1153.195,0.384,0.928
+70%,0.916,0.541,0.003,0.39,0.079,1045.439,0.451,0.933
+75%,0.928,0.549,0.002,0.394,0.08,829.39,0.451,0.935
+80%,0.93,0.551,0.002,0.395,0.08,1469.569,0.451,0.935
+85%,0.931,0.551,0.002,0.395,0.08,1488.837,0.451,0.935
+90%,0.931,0.551,0.002,0.395,0.08,1521.724,0.451,0.935
+95%,0.931,0.551,0.002,0.395,0.08,1532.756,0.451,0.935
+100%,0.931,0.551,0.002,0.395,0.08,1533.78,0.451,0.935

result/Dis1/Dis1-summary-median-Glance-EA-horizontal.csv

@@ -1,9 +1,9 @@
-,5%,10%,15%,20%,25%,30%,35%,40%,45%,50%
-recall,0.066,0.13,0.196,0.255,0.304,0.355,0.405,0.437,0.469,0.512
-far,0.024,0.048,0.073,0.098,0.122,0.147,0.171,0.196,0.221,0.246
-ce,0.01,0.01,0.009,0.009,0.008,0.008,0.008,0.007,0.007,0.007
-d2h,0.661,0.616,0.571,0.531,0.5,0.468,0.438,0.422,0.407,0.386
-mcc,0.027,0.037,0.044,0.05,0.055,0.057,0.059,0.06,0.06,0.06
-ifa,62.0,76.0,149.0,81.0,139.0,123.0,213.0,149.0,204.0,224.0
-recall_20,0.066,0.13,0.196,0.255,0.304,0.355,0.405,0.437,0.442,0.425
-ratio,0.288,0.393,0.462,0.511,0.545,0.571,0.588,0.6,0.615,0.628
+,5%,10%,15%,20%,25%,30%,35%,40%,45%,50%,55%,60%,65%,70%,75%,80%,85%,90%,95%,100%
+recall,0.066,0.13,0.196,0.255,0.304,0.355,0.405,0.437,0.469,0.512,0.541,0.568,0.592,0.617,0.629,0.629,0.629,0.629,0.629,0.629
+far,0.024,0.048,0.073,0.098,0.122,0.147,0.171,0.196,0.221,0.246,0.27,0.293,0.313,0.325,0.329,0.33,0.331,0.331,0.331,0.331
+ce,0.01,0.01,0.009,0.009,0.008,0.008,0.008,0.007,0.007,0.007,0.006,0.006,0.006,0.006,0.006,0.006,0.006,0.006,0.006,0.006
+d2h,0.661,0.616,0.571,0.531,0.5,0.468,0.438,0.422,0.407,0.386,0.377,0.368,0.364,0.356,0.352,0.35,0.35,0.35,0.35,0.35
+mcc,0.027,0.037,0.044,0.05,0.055,0.057,0.059,0.06,0.06,0.06,0.06,0.059,0.059,0.06,0.061,0.06,0.06,0.06,0.06,0.06
+ifa,62.0,76.0,149.0,81.0,139.0,123.0,213.0,149.0,204.0,224.0,264.0,156.0,353.0,225.0,211.0,393.0,407.0,407.0,407.0,407.0
+recall_20,0.066,0.13,0.196,0.255,0.304,0.355,0.405,0.437,0.442,0.425,0.394,0.405,0.412,0.443,0.447,0.448,0.449,0.449,0.449,0.449
+ratio,0.288,0.393,0.462,0.511,0.545,0.571,0.588,0.6,0.615,0.628,0.637,0.649,0.656,0.662,0.662,0.662,0.662,0.662,0.662,0.662

result/Dis1/Dis1-summary-median-Glance-EA-vertical.csv

@@ -9,3 +9,13 @@
 40%,0.437,0.196,0.007,0.422,0.06,149,0.437,0.6
 45%,0.469,0.221,0.007,0.407,0.06,204,0.442,0.615
 50%,0.512,0.246,0.007,0.386,0.06,224,0.425,0.628
+55%,0.541,0.27,0.006,0.377,0.06,264,0.394,0.637
+60%,0.568,0.293,0.006,0.368,0.059,156,0.405,0.649
+65%,0.592,0.313,0.006,0.364,0.059,353,0.412,0.656
+70%,0.617,0.325,0.006,0.356,0.06,225,0.443,0.662
+75%,0.629,0.329,0.006,0.352,0.061,211,0.447,0.662
+80%,0.629,0.33,0.006,0.35,0.06,393,0.448,0.662
+85%,0.629,0.331,0.006,0.35,0.06,407,0.449,0.662
+90%,0.629,0.331,0.006,0.35,0.06,407,0.449,0.662
+95%,0.629,0.331,0.006,0.35,0.06,407,0.449,0.662
+100%,0.629,0.331,0.006,0.35,0.06,407,0.449,0.662

result/Dis1/Dis1-summary-median-Glance-LR-horizontal.csv

@@ -1,9 +1,9 @@
-,5%,10%,15%,20%,25%,30%,35%,40%,45%,50%
-recall,0.097,0.192,0.286,0.384,0.472,0.558,0.628,0.691,0.736,0.781
-far,0.017,0.034,0.051,0.069,0.086,0.104,0.122,0.139,0.157,0.175
-ce,0.01,0.009,0.008,0.007,0.006,0.005,0.005,0.004,0.004,0.003
-d2h,0.639,0.573,0.508,0.443,0.38,0.33,0.29,0.257,0.236,0.223
-mcc,0.058,0.083,0.105,0.118,0.136,0.143,0.147,0.152,0.15,0.149
-ifa,21.0,21.0,27.0,29.0,24.0,36.0,53.0,33.0,41.0,26.0
-recall_20,0.097,0.192,0.286,0.384,0.472,0.55,0.617,0.664,0.675,0.655
-ratio,0.384,0.544,0.634,0.7,0.748,0.793,0.82,0.844,0.861,0.883
+,5%,10%,15%,20%,25%,30%,35%,40%,45%,50%,55%,60%,65%,70%,75%,80%,85%,90%,95%,100%
+recall,0.097,0.192,0.286,0.384,0.472,0.558,0.628,0.691,0.736,0.781,0.821,0.862,0.899,0.926,0.936,0.938,0.938,0.938,0.938,0.938
+far,0.017,0.034,0.051,0.069,0.086,0.104,0.122,0.139,0.157,0.175,0.192,0.207,0.223,0.231,0.237,0.238,0.238,0.238,0.238,0.238
+ce,0.01,0.009,0.008,0.007,0.006,0.005,0.005,0.004,0.004,0.003,0.003,0.002,0.002,0.001,0.001,0.001,0.001,0.001,0.001,0.001
+d2h,0.639,0.573,0.508,0.443,0.38,0.33,0.29,0.257,0.236,0.223,0.214,0.211,0.217,0.216,0.219,0.219,0.219,0.219,0.219,0.219
+mcc,0.058,0.083,0.105,0.118,0.136,0.143,0.147,0.152,0.15,0.149,0.147,0.149,0.15,0.151,0.15,0.149,0.149,0.149,0.149,0.149
+ifa,21.0,21.0,27.0,29.0,24.0,36.0,53.0,33.0,41.0,26.0,33.0,43.0,34.0,30.0,24.0,38.0,42.0,43.0,45.0,45.0
+recall_20,0.097,0.192,0.286,0.384,0.472,0.55,0.617,0.664,0.675,0.655,0.651,0.62,0.605,0.625,0.628,0.625,0.625,0.625,0.625,0.625
+ratio,0.384,0.544,0.634,0.7,0.748,0.793,0.82,0.844,0.861,0.883,0.895,0.903,0.913,0.919,0.922,0.922,0.922,0.922,0.922,0.922

result/Dis1/Dis1-summary-median-Glance-LR-vertical.csv

@@ -9,3 +9,13 @@
 40%,0.691,0.139,0.004,0.257,0.152,33,0.664,0.844
 45%,0.736,0.157,0.004,0.236,0.15,41,0.675,0.861
 50%,0.781,0.175,0.003,0.223,0.149,26,0.655,0.883
+55%,0.821,0.192,0.003,0.214,0.147,33,0.651,0.895
+60%,0.862,0.207,0.002,0.211,0.149,43,0.62,0.903
+65%,0.899,0.223,0.002,0.217,0.15,34,0.605,0.913
+70%,0.926,0.231,0.001,0.216,0.151,30,0.625,0.919
+75%,0.936,0.237,0.001,0.219,0.15,24,0.628,0.922
+80%,0.938,0.238,0.001,0.219,0.149,38,0.625,0.922
+85%,0.938,0.238,0.001,0.219,0.149,42,0.625,0.922
+90%,0.938,0.238,0.001,0.219,0.149,43,0.625,0.922
+95%,0.938,0.238,0.001,0.219,0.149,45,0.625,0.922
+100%,0.938,0.238,0.001,0.219,0.149,45,0.625,0.922

result/Dis1/Dis1-summary-median-Glance-MD-horizontal.csv

@@ -1,9 +1,9 @@
-,5%,10%,15%,20%,25%,30%,35%,40%,45%,50%
-recall,0.111,0.204,0.292,0.388,0.477,0.557,0.622,0.686,0.737,0.786
-far,0.039,0.081,0.122,0.163,0.204,0.245,0.287,0.329,0.37,0.413
-ce,0.01,0.009,0.009,0.008,0.007,0.006,0.005,0.005,0.004,0.004
-d2h,0.629,0.565,0.508,0.449,0.398,0.361,0.333,0.323,0.322,0.331
-mcc,0.033,0.044,0.052,0.06,0.066,0.069,0.072,0.073,0.074,0.073
-ifa,62.0,81.0,141.0,117.0,127.0,189.0,215.0,236.0,302.0,264.0
-recall_20,0.111,0.204,0.292,0.388,0.455,0.464,0.449,0.439,0.427,0.387
-ratio,0.405,0.563,0.661,0.72,0.776,0.817,0.846,0.865,0.889,0.906
+,5%,10%,15%,20%,25%,30%,35%,40%,45%,50%,55%,60%,65%,70%,75%,80%,85%,90%,95%,100%
+recall,0.111,0.204,0.292,0.388,0.477,0.557,0.622,0.686,0.737,0.786,0.827,0.867,0.899,0.928,0.941,0.943,0.943,0.944,0.944,0.944
+far,0.039,0.081,0.122,0.163,0.204,0.245,0.287,0.329,0.37,0.413,0.453,0.492,0.523,0.544,0.549,0.552,0.552,0.552,0.552,0.552
+ce,0.01,0.009,0.009,0.008,0.007,0.006,0.005,0.005,0.004,0.004,0.003,0.003,0.002,0.001,0.001,0.001,0.001,0.001,0.001,0.001
+d2h,0.629,0.565,0.508,0.449,0.398,0.361,0.333,0.323,0.322,0.331,0.345,0.364,0.379,0.389,0.395,0.395,0.396,0.396,0.396,0.396
+mcc,0.033,0.044,0.052,0.06,0.066,0.069,0.072,0.073,0.074,0.073,0.072,0.072,0.074,0.076,0.078,0.078,0.078,0.078,0.078,0.078
+ifa,62.0,81.0,141.0,117.0,127.0,189.0,215.0,236.0,302.0,264.0,211.0,169.0,260.0,213.0,330.0,485.0,591.0,591.0,591.0,591.0
+recall_20,0.111,0.204,0.292,0.388,0.455,0.464,0.449,0.439,0.427,0.387,0.363,0.381,0.381,0.457,0.453,0.449,0.449,0.449,0.449,0.449
+ratio,0.405,0.563,0.661,0.72,0.776,0.817,0.846,0.865,0.889,0.906,0.923,0.934,0.942,0.945,0.948,0.95,0.95,0.95,0.95,0.95

result/Dis1/Dis1-summary-median-Glance-MD-vertical.csv

@@ -9,3 +9,13 @@
 40%,0.686,0.329,0.005,0.323,0.073,236,0.439,0.865
 45%,0.737,0.37,0.004,0.322,0.074,302,0.427,0.889
 50%,0.786,0.413,0.004,0.331,0.073,264,0.387,0.906
+55%,0.827,0.453,0.003,0.345,0.072,211,0.363,0.923
+60%,0.867,0.492,0.003,0.364,0.072,169,0.381,0.934
+65%,0.899,0.523,0.002,0.379,0.074,260,0.381,0.942
+70%,0.928,0.544,0.001,0.389,0.076,213,0.457,0.945
+75%,0.941,0.549,0.001,0.395,0.078,330,0.453,0.948
+80%,0.943,0.552,0.001,0.395,0.078,485,0.449,0.95
+85%,0.943,0.552,0.001,0.396,0.078,591,0.449,0.95
+90%,0.944,0.552,0.001,0.396,0.078,591,0.449,0.95
+95%,0.944,0.552,0.001,0.396,0.078,591,0.449,0.95
+100%,0.944,0.552,0.001,0.396,0.078,591,0.449,0.95