File size: 29,702 Bytes
bbdcc1f |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 |
Epoch,Ours_Train,Ours_Test,ResNet-50_Train,ResNet-50_Test,ResNeXt-50_Train,ResNeXt-50_Test,densenet121_Train,densenet121_Test,AlexNet_Train,AlexNet_Test
1,0.6868131868131868,0.7419825072886297,0.4010989010989011,0.2463556851311953,0.5164835164835165,0.2988338192419825,0.3021978021978022,0.0,0.0659340659340659,0.7011661807580175
2,0.8241758241758241,0.8236151603498543,0.8406593406593407,0.0379008746355685,0.7967032967032966,0.4416909620991253,0.8076923076923077,0.2201166180758017,0.5659340659340659,0.2988338192419825
3,0.8516483516483516,0.8104956268221575,0.8351648351648352,0.3571428571428571,0.8241758241758241,0.7813411078717201,0.8131868131868132,0.5510204081632653,0.5824175824175825,0.7011661807580175
4,0.8791208791208791,0.8571428571428571,0.8406593406593407,0.7376093294460642,0.8461538461538461,0.641399416909621,0.8956043956043956,0.7769679300291545,0.6923076923076923,0.2988338192419825
5,0.8956043956043956,0.8600583090379009,0.8736263736263736,0.826530612244898,0.9065934065934066,0.8236151603498543,0.8901098901098901,0.8352769679300291,0.5384615384615384,0.7011661807580175
6,0.9175824175824177,0.8644314868804664,0.8956043956043956,0.8309037900874635,0.9285714285714286,0.8615160349854227,0.9010989010989012,0.8323615160349854,0.7582417582417582,0.7405247813411079
7,0.9505494505494504,0.8746355685131195,0.8791208791208791,0.8527696793002916,0.9285714285714286,0.8440233236151603,0.934065934065934,0.8702623906705539,0.8131868131868132,0.5830903790087464
8,0.967032967032967,0.8615160349854227,0.9065934065934066,0.7959183673469388,0.8791208791208791,0.8454810495626822,0.9065934065934066,0.8483965014577259,0.7252747252747253,0.7113702623906706
9,0.978021978021978,0.8775510204081632,0.9175824175824177,0.8192419825072886,0.9395604395604396,0.8571428571428571,0.9230769230769232,0.814868804664723,0.6153846153846154,0.7915451895043731
10,0.989010989010989,0.8819241982507289,0.9175824175824177,0.7011661807580175,0.945054945054945,0.880466472303207,0.967032967032967,0.8177842565597667,0.8131868131868132,0.7653061224489796
11,1.0,0.892128279883382,0.912087912087912,0.8527696793002916,0.956043956043956,0.8819241982507289,0.945054945054945,0.8673469387755102,0.8681318681318682,0.7638483965014577
12,1.0,0.8965014577259475,0.945054945054945,0.858600583090379,0.934065934065934,0.8600583090379009,0.9175824175824177,0.8454810495626822,0.8406593406593407,0.782798833819242
13,1.0,0.9052478134110788,0.934065934065934,0.8134110787172012,0.9285714285714286,0.89067055393586,0.9230769230769232,0.8556851311953353,0.8406593406593407,0.7755102040816326
14,0.989010989010989,0.8833819241982507,0.9285714285714286,0.8790087463556852,0.945054945054945,0.8994169096209913,0.8956043956043956,0.7988338192419825,0.8131868131868132,0.7857142857142857
15,0.989010989010989,0.9052478134110788,0.8956043956043956,0.8440233236151603,0.9505494505494504,0.880466472303207,0.989010989010989,0.8381924198250729,0.8296703296703297,0.7784256559766763
16,1.0,0.9110787172011662,0.945054945054945,0.8425655976676385,0.9615384615384616,0.8527696793002916,0.978021978021978,0.8206997084548106,0.8571428571428571,0.8061224489795918
17,0.989010989010989,0.8994169096209913,0.945054945054945,0.8644314868804664,0.978021978021978,0.8760932944606414,0.9615384615384616,0.880466472303207,0.8516483516483516,0.7551020408163265
18,0.989010989010989,0.912536443148688,0.9285714285714286,0.8673469387755102,0.9835164835164836,0.8935860058309038,0.9505494505494504,0.8775510204081632,0.8351648351648352,0.793002915451895
19,0.989010989010989,0.9183673469387756,0.956043956043956,0.8760932944606414,0.9835164835164836,0.89067055393586,0.9505494505494504,0.8542274052478134,0.8296703296703297,0.7711370262390671
20,0.9945054945054944,0.9037900874635568,0.9835164835164836,0.8848396501457726,0.967032967032967,0.8877551020408163,0.9725274725274724,0.8673469387755102,0.7912087912087912,0.8090379008746356
21,1.0,0.8950437317784257,0.945054945054945,0.8702623906705539,0.967032967032967,0.8848396501457726,0.9505494505494504,0.8833819241982507,0.8626373626373627,0.793002915451895
22,0.9945054945054944,0.8877551020408163,0.956043956043956,0.8615160349854227,0.9725274725274724,0.8965014577259475,0.9835164835164836,0.880466472303207,0.8571428571428571,0.8032069970845481
23,1.0,0.902332361516035,0.945054945054945,0.8892128279883382,0.9505494505494504,0.8994169096209913,0.934065934065934,0.9067055393586004,0.8626373626373627,0.8075801749271136
24,0.989010989010989,0.9037900874635568,0.9010989010989012,0.8950437317784257,0.967032967032967,0.9096209912536444,0.9835164835164836,0.8862973760932945,0.8626373626373627,0.8075801749271136
25,0.989010989010989,0.924198250728863,0.9395604395604396,0.8731778425655977,0.978021978021978,0.9067055393586004,0.967032967032967,0.8629737609329446,0.8791208791208791,0.7871720116618076
26,0.9945054945054944,0.9212827988338192,0.945054945054945,0.8673469387755102,0.9835164835164836,0.9081632653061223,0.956043956043956,0.8994169096209913,0.8846153846153846,0.8046647230320699
27,1.0,0.8994169096209913,0.967032967032967,0.880466472303207,0.989010989010989,0.9096209912536444,0.989010989010989,0.9096209912536444,0.8846153846153846,0.8134110787172012
28,1.0,0.8965014577259475,0.9395604395604396,0.8760932944606414,0.9615384615384616,0.9110787172011662,0.9505494505494504,0.8892128279883382,0.8791208791208791,0.8046647230320699
29,1.0,0.9052478134110788,0.945054945054945,0.8658892128279884,0.9505494505494504,0.7157434402332361,0.9945054945054944,0.8848396501457726,0.8571428571428571,0.8090379008746356
30,1.0,0.9052478134110788,0.967032967032967,0.8688046647230321,0.934065934065934,0.7959183673469388,0.9725274725274724,0.892128279883382,0.9065934065934066,0.8002915451895044
31,1.0,0.9067055393586004,0.9725274725274724,0.89067055393586,0.9615384615384616,0.8688046647230321,0.956043956043956,0.8673469387755102,0.8736263736263736,0.8119533527696793
32,0.9945054945054944,0.91399416909621,0.9725274725274724,0.89067055393586,0.978021978021978,0.8527696793002916,0.967032967032967,0.8206997084548106,0.8846153846153846,0.7944606413994169
33,0.9945054945054944,0.9008746355685132,0.9505494505494504,0.8935860058309038,0.9615384615384616,0.8717201166180758,0.9615384615384616,0.8702623906705539,0.9010989010989012,0.8192419825072886
34,0.989010989010989,0.9037900874635568,0.956043956043956,0.8717201166180758,0.9395604395604396,0.91399416909621,0.9615384615384616,0.8236151603498543,0.9010989010989012,0.814868804664723
35,1.0,0.9154518950437318,0.956043956043956,0.8862973760932945,0.967032967032967,0.8513119533527697,0.9395604395604396,0.8658892128279884,0.9010989010989012,0.826530612244898
36,0.9945054945054944,0.9183673469387756,0.956043956043956,0.9067055393586004,0.978021978021978,0.912536443148688,0.956043956043956,0.8556851311953353,0.912087912087912,0.8032069970845481
37,0.9945054945054944,0.922740524781341,0.978021978021978,0.8994169096209913,0.967032967032967,0.880466472303207,0.989010989010989,0.8658892128279884,0.8901098901098901,0.7784256559766763
38,1.0,0.9198250728862972,0.9505494505494504,0.8746355685131195,0.9505494505494504,0.8950437317784257,0.9835164835164836,0.8848396501457726,0.8461538461538461,0.8294460641399417
39,0.9945054945054944,0.8979591836734694,0.9395604395604396,0.8688046647230321,0.9725274725274724,0.8717201166180758,0.9505494505494504,0.8950437317784257,0.8791208791208791,0.8352769679300291
40,0.9945054945054944,0.912536443148688,0.945054945054945,0.880466472303207,0.956043956043956,0.8862973760932945,0.989010989010989,0.8833819241982507,0.8791208791208791,0.7988338192419825
41,1.0,0.9212827988338192,0.9395604395604396,0.892128279883382,0.989010989010989,0.8760932944606414,0.956043956043956,0.8950437317784257,0.8791208791208791,0.8046647230320699
42,1.0,0.922740524781341,0.9615384615384616,0.8717201166180758,0.956043956043956,0.9081632653061223,0.9835164835164836,0.91399416909621,0.912087912087912,0.8236151603498543
43,0.9945054945054944,0.9285714285714286,0.978021978021978,0.8935860058309038,0.978021978021978,0.89067055393586,0.978021978021978,0.892128279883382,0.912087912087912,0.7944606413994169
44,1.0,0.892128279883382,0.978021978021978,0.8862973760932945,0.989010989010989,0.8833819241982507,0.9835164835164836,0.8950437317784257,0.8791208791208791,0.8119533527696793
45,1.0,0.9067055393586004,0.9945054945054944,0.8994169096209913,0.978021978021978,0.892128279883382,0.945054945054945,0.8702623906705539,0.9010989010989012,0.7638483965014577
46,0.989010989010989,0.9300291545189504,0.956043956043956,0.8731778425655977,0.978021978021978,0.9285714285714286,0.989010989010989,0.826530612244898,0.8846153846153846,0.8250728862973761
47,1.0,0.8950437317784257,0.967032967032967,0.8673469387755102,0.9835164835164836,0.8877551020408163,0.9175824175824177,0.8513119533527697,0.9285714285714286,0.8236151603498543
48,1.0,0.922740524781341,0.956043956043956,0.8979591836734694,0.978021978021978,0.9154518950437318,0.9725274725274724,0.8819241982507289,0.9065934065934066,0.8163265306122449
49,1.0,0.9198250728862972,0.9835164835164836,0.892128279883382,0.989010989010989,0.9008746355685132,0.978021978021978,0.9008746355685132,0.9065934065934066,0.8250728862973761
50,1.0,0.9037900874635568,0.9615384615384616,0.8790087463556852,0.989010989010989,0.8994169096209913,0.989010989010989,0.8760932944606414,0.9010989010989012,0.8352769679300291
51,1.0,0.9198250728862972,0.978021978021978,0.8892128279883382,0.978021978021978,0.8950437317784257,0.9945054945054944,0.8760932944606414,0.9065934065934066,0.8352769679300291
52,1.0,0.9212827988338192,0.989010989010989,0.9067055393586004,0.9835164835164836,0.9110787172011662,0.989010989010989,0.8877551020408163,0.9010989010989012,0.8425655976676385
53,1.0,0.8994169096209913,0.9945054945054944,0.880466472303207,0.9945054945054944,0.902332361516035,0.978021978021978,0.8965014577259475,0.9010989010989012,0.7638483965014577
54,0.989010989010989,0.8629737609329446,0.989010989010989,0.9110787172011662,0.956043956043956,0.8760932944606414,0.989010989010989,0.9110787172011662,0.8736263736263736,0.8090379008746356
55,0.989010989010989,0.9052478134110788,0.967032967032967,0.9110787172011662,0.9725274725274724,0.8994169096209913,0.9725274725274724,0.912536443148688,0.9065934065934066,0.8163265306122449
56,1.0,0.912536443148688,0.9945054945054944,0.8688046647230321,0.9945054945054944,0.9052478134110788,0.9945054945054944,0.8775510204081632,0.934065934065934,0.8192419825072886
57,1.0,0.9037900874635568,0.978021978021978,0.8644314868804664,0.9835164835164836,0.9052478134110788,0.9725274725274724,0.912536443148688,0.9065934065934066,0.8323615160349854
58,0.9945054945054944,0.8979591836734694,0.9725274725274724,0.8571428571428571,0.989010989010989,0.9300291545189504,0.9835164835164836,0.8819241982507289,0.9010989010989012,0.814868804664723
59,1.0,0.9154518950437318,0.9395604395604396,0.8862973760932945,0.978021978021978,0.9052478134110788,1.0,0.8965014577259475,0.9395604395604396,0.8279883381924198
60,1.0,0.89067055393586,0.9615384615384616,0.793002915451895,0.9835164835164836,0.9198250728862972,0.9615384615384616,0.8221574344023324,0.9230769230769232,0.8425655976676385
61,0.9945054945054944,0.924198250728863,0.956043956043956,0.8498542274052479,0.9945054945054944,0.892128279883382,0.945054945054945,0.7361516034985423,0.9230769230769232,0.8134110787172012
62,1.0,0.924198250728863,0.967032967032967,0.880466472303207,0.9835164835164836,0.912536443148688,0.967032967032967,0.8454810495626822,0.9065934065934066,0.8061224489795918
63,1.0,0.9256559766763848,0.9725274725274724,0.8833819241982507,0.9725274725274724,0.9154518950437318,0.9725274725274724,0.782798833819242,0.8901098901098901,0.8163265306122449
64,1.0,0.9285714285714286,0.978021978021978,0.8935860058309038,0.989010989010989,0.912536443148688,0.978021978021978,0.8469387755102041,0.8791208791208791,0.8002915451895044
65,1.0,0.9256559766763848,0.989010989010989,0.8775510204081632,1.0,0.9183673469387756,0.967032967032967,0.8892128279883382,0.8846153846153846,0.8206997084548106
66,0.9945054945054944,0.8979591836734694,0.978021978021978,0.8790087463556852,0.989010989010989,0.9256559766763848,1.0,0.8892128279883382,0.912087912087912,0.8061224489795918
67,0.989010989010989,0.9154518950437318,0.989010989010989,0.8760932944606414,0.9835164835164836,0.9154518950437318,0.9615384615384616,0.91399416909621,0.9175824175824177,0.8236151603498543
68,0.9945054945054944,0.9285714285714286,0.989010989010989,0.902332361516035,0.9945054945054944,0.8862973760932945,1.0,0.9052478134110788,0.9230769230769232,0.8381924198250729
69,1.0,0.9198250728862972,0.9945054945054944,0.8979591836734694,0.9945054945054944,0.9081632653061223,0.956043956043956,0.9008746355685132,0.934065934065934,0.8309037900874635
70,0.9945054945054944,0.924198250728863,0.989010989010989,0.8965014577259475,1.0,0.9169096209912536,0.9945054945054944,0.902332361516035,0.9010989010989012,0.8440233236151603
71,0.9945054945054944,0.9052478134110788,0.9945054945054944,0.8979591836734694,0.9945054945054944,0.9096209912536444,0.989010989010989,0.9271137026239068,0.945054945054945,0.8279883381924198
72,0.9945054945054944,0.91399416909621,0.989010989010989,0.9154518950437318,1.0,0.9198250728862972,0.989010989010989,0.9212827988338192,0.934065934065934,0.8367346938775511
73,0.978021978021978,0.924198250728863,0.9945054945054944,0.9183673469387756,1.0,0.9212827988338192,0.978021978021978,0.9067055393586004,0.945054945054945,0.8323615160349854
74,1.0,0.8833819241982507,0.989010989010989,0.9096209912536444,0.9835164835164836,0.922740524781341,0.9835164835164836,0.9037900874635568,0.934065934065934,0.8367346938775511
75,0.989010989010989,0.9198250728862972,0.989010989010989,0.8833819241982507,1.0,0.9110787172011662,0.978021978021978,0.9183673469387756,0.934065934065934,0.8498542274052479
76,0.9945054945054944,0.9212827988338192,0.9835164835164836,0.8717201166180758,0.9945054945054944,0.9212827988338192,1.0,0.9183673469387756,0.934065934065934,0.8411078717201166
77,1.0,0.9256559766763848,0.989010989010989,0.892128279883382,1.0,0.9169096209912536,0.967032967032967,0.9198250728862972,0.9230769230769232,0.8381924198250729
78,0.9945054945054944,0.924198250728863,0.9835164835164836,0.880466472303207,1.0,0.9256559766763848,0.9835164835164836,0.9169096209912536,0.912087912087912,0.8294460641399417
79,1.0,0.9183673469387756,0.9835164835164836,0.892128279883382,0.9835164835164836,0.9198250728862972,1.0,0.9183673469387756,0.9395604395604396,0.8381924198250729
80,0.9945054945054944,0.9212827988338192,0.9835164835164836,0.858600583090379,1.0,0.9096209912536444,0.9945054945054944,0.8833819241982507,0.956043956043956,0.8411078717201166
81,0.9945054945054944,0.9256559766763848,0.9615384615384616,0.892128279883382,1.0,0.91399416909621,1.0,0.8731778425655977,0.9505494505494504,0.8483965014577259
82,1.0,0.9285714285714286,0.989010989010989,0.8746355685131195,1.0,0.9096209912536444,0.9945054945054944,0.8673469387755102,0.9505494505494504,0.8498542274052479
83,1.0,0.934402332361516,0.989010989010989,0.8935860058309038,0.9945054945054944,0.9037900874635568,1.0,0.8702623906705539,0.9175824175824177,0.8338192419825073
84,1.0,0.9198250728862972,0.989010989010989,0.8790087463556852,1.0,0.9154518950437318,0.989010989010989,0.8877551020408163,0.9065934065934066,0.8367346938775511
85,1.0,0.9169096209912536,0.967032967032967,0.8892128279883382,1.0,0.9212827988338192,0.9945054945054944,0.8542274052478134,0.9065934065934066,0.8352769679300291
86,1.0,0.924198250728863,0.989010989010989,0.8790087463556852,0.9945054945054944,0.9096209912536444,0.9945054945054944,0.8600583090379009,0.8736263736263736,0.8294460641399417
87,0.989010989010989,0.9271137026239068,0.945054945054945,0.8979591836734694,0.9945054945054944,0.912536443148688,0.9945054945054944,0.9052478134110788,0.912087912087912,0.8163265306122449
88,1.0,0.9198250728862972,0.9835164835164836,0.8935860058309038,0.9945054945054944,0.9081632653061223,0.989010989010989,0.8833819241982507,0.9505494505494504,0.8440233236151603
89,0.9945054945054944,0.8965014577259475,1.0,0.892128279883382,0.9945054945054944,0.9052478134110788,0.9945054945054944,0.8935860058309038,0.9230769230769232,0.8367346938775511
90,1.0,0.9198250728862972,1.0,0.8994169096209913,1.0,0.8994169096209913,0.9945054945054944,0.8935860058309038,0.9395604395604396,0.8483965014577259
91,1.0,0.9314868804664724,0.9945054945054944,0.9096209912536444,0.9725274725274724,0.9052478134110788,0.989010989010989,0.8848396501457726,0.9505494505494504,0.8542274052478134
92,1.0,0.9212827988338192,1.0,0.9154518950437318,0.989010989010989,0.902332361516035,0.9725274725274724,0.9169096209912536,0.945054945054945,0.8483965014577259
93,1.0,0.922740524781341,0.9945054945054944,0.9212827988338192,0.9945054945054944,0.9110787172011662,0.9945054945054944,0.8965014577259475,0.956043956043956,0.8440233236151603
94,1.0,0.9271137026239068,0.9835164835164836,0.9169096209912536,0.9835164835164836,0.902332361516035,0.967032967032967,0.8979591836734694,0.9505494505494504,0.8454810495626822
95,0.9945054945054944,0.9256559766763848,0.989010989010989,0.9052478134110788,0.9945054945054944,0.9081632653061223,0.989010989010989,0.8717201166180758,0.9505494505494504,0.8483965014577259
96,0.9945054945054944,0.9300291545189504,0.9725274725274724,0.8688046647230321,0.9945054945054944,0.912536443148688,0.989010989010989,0.8731778425655977,0.945054945054945,0.8483965014577259
97,0.9945054945054944,0.922740524781341,0.989010989010989,0.8542274052478134,0.9945054945054944,0.9052478134110788,0.9835164835164836,0.8892128279883382,0.9395604395604396,0.8571428571428571
98,0.9945054945054944,0.922740524781341,0.967032967032967,0.8644314868804664,1.0,0.9067055393586004,0.989010989010989,0.9067055393586004,0.9615384615384616,0.8483965014577259
99,1.0,0.924198250728863,0.989010989010989,0.9067055393586004,0.9945054945054944,0.912536443148688,0.989010989010989,0.9110787172011662,0.9505494505494504,0.8440233236151603
100,1.0,0.9271137026239068,1.0,0.9169096209912536,1.0,0.91399416909621,0.978021978021978,0.91399416909621,0.9615384615384616,0.8498542274052479
101,1.0,0.9314868804664724,0.9945054945054944,0.91399416909621,1.0,0.9212827988338192,0.978021978021978,0.9008746355685132,0.9615384615384616,0.8527696793002916
102,1.0,0.9314868804664724,0.989010989010989,0.9052478134110788,1.0,0.9256559766763848,0.9945054945054944,0.9067055393586004,0.9395604395604396,0.8469387755102041
103,0.9945054945054944,0.922740524781341,0.9945054945054944,0.912536443148688,1.0,0.9183673469387756,1.0,0.9067055393586004,0.945054945054945,0.8469387755102041
104,1.0,0.9198250728862972,0.9945054945054944,0.9096209912536444,1.0,0.924198250728863,1.0,0.8833819241982507,0.967032967032967,0.8469387755102041
105,1.0,0.9169096209912536,0.989010989010989,0.922740524781341,1.0,0.9256559766763848,0.9945054945054944,0.8833819241982507,0.9615384615384616,0.8469387755102041
106,1.0,0.9285714285714286,1.0,0.912536443148688,1.0,0.924198250728863,1.0,0.8688046647230321,0.9285714285714286,0.8454810495626822
107,1.0,0.934402332361516,0.989010989010989,0.9081632653061223,1.0,0.924198250728863,1.0,0.858600583090379,0.967032967032967,0.8483965014577259
108,1.0,0.9300291545189504,0.9945054945054944,0.9110787172011662,0.9945054945054944,0.9300291545189504,1.0,0.8775510204081632,0.978021978021978,0.8513119533527697
109,1.0,0.9271137026239068,0.9945054945054944,0.912536443148688,1.0,0.924198250728863,1.0,0.89067055393586,0.9615384615384616,0.858600583090379
110,1.0,0.9285714285714286,1.0,0.91399416909621,1.0,0.924198250728863,1.0,0.8848396501457726,0.956043956043956,0.8542274052478134
111,1.0,0.9373177842565598,1.0,0.9198250728862972,0.9945054945054944,0.9212827988338192,1.0,0.9154518950437318,0.9615384615384616,0.8425655976676385
112,1.0,0.9358600583090378,0.989010989010989,0.9110787172011662,1.0,0.922740524781341,0.9945054945054944,0.9169096209912536,0.9615384615384616,0.8498542274052479
113,1.0,0.9373177842565598,0.989010989010989,0.8994169096209913,1.0,0.9154518950437318,0.989010989010989,0.91399416909621,0.978021978021978,0.8571428571428571
114,1.0,0.932944606413994,0.9945054945054944,0.8979591836734694,1.0,0.91399416909621,0.9945054945054944,0.9096209912536444,0.978021978021978,0.8498542274052479
115,1.0,0.9271137026239068,0.9835164835164836,0.892128279883382,1.0,0.9110787172011662,0.9835164835164836,0.9096209912536444,0.978021978021978,0.8513119533527697
116,0.989010989010989,0.9198250728862972,0.9945054945054944,0.8950437317784257,1.0,0.912536443148688,1.0,0.902332361516035,0.967032967032967,0.8483965014577259
117,0.9945054945054944,0.9256559766763848,0.9945054945054944,0.8979591836734694,1.0,0.9154518950437318,1.0,0.8994169096209913,0.9725274725274724,0.8454810495626822
118,1.0,0.9198250728862972,0.989010989010989,0.8994169096209913,1.0,0.9183673469387756,0.989010989010989,0.9067055393586004,0.9725274725274724,0.8542274052478134
119,1.0,0.9183673469387756,1.0,0.9081632653061223,1.0,0.9198250728862972,0.989010989010989,0.9198250728862972,0.9725274725274724,0.8527696793002916
120,1.0,0.9256559766763848,1.0,0.9096209912536444,1.0,0.9154518950437318,1.0,0.932944606413994,0.9725274725274724,0.8483965014577259
121,1.0,0.9271137026239068,1.0,0.9081632653061223,0.9945054945054944,0.9169096209912536,1.0,0.9358600583090378,0.9835164835164836,0.8571428571428571
122,0.9945054945054944,0.9285714285714286,1.0,0.9067055393586004,0.9945054945054944,0.9198250728862972,0.9945054945054944,0.924198250728863,0.9725274725274724,0.8440233236151603
123,1.0,0.9169096209912536,0.9945054945054944,0.9052478134110788,1.0,0.9183673469387756,1.0,0.9081632653061223,0.978021978021978,0.8542274052478134
124,0.9945054945054944,0.9081632653061223,0.9835164835164836,0.9067055393586004,0.9945054945054944,0.9183673469387756,1.0,0.9008746355685132,0.978021978021978,0.8513119533527697
125,1.0,0.912536443148688,1.0,0.91399416909621,1.0,0.91399416909621,0.989010989010989,0.9067055393586004,0.9725274725274724,0.8527696793002916
126,1.0,0.9154518950437318,0.9835164835164836,0.9154518950437318,1.0,0.91399416909621,1.0,0.8833819241982507,0.967032967032967,0.8615160349854227
127,1.0,0.9169096209912536,1.0,0.9110787172011662,1.0,0.912536443148688,0.9945054945054944,0.8819241982507289,0.967032967032967,0.8571428571428571
128,1.0,0.9154518950437318,1.0,0.9110787172011662,1.0,0.9110787172011662,0.9945054945054944,0.8848396501457726,0.9285714285714286,0.8615160349854227
129,1.0,0.91399416909621,0.989010989010989,0.9081632653061223,1.0,0.9110787172011662,0.9945054945054944,0.8950437317784257,0.9725274725274724,0.8571428571428571
130,1.0,0.9154518950437318,0.989010989010989,0.9110787172011662,1.0,0.9096209912536444,0.989010989010989,0.9037900874635568,0.978021978021978,0.8513119533527697
131,1.0,0.924198250728863,1.0,0.902332361516035,1.0,0.91399416909621,1.0,0.9008746355685132,0.9725274725274724,0.8513119533527697
132,1.0,0.9285714285714286,0.9945054945054944,0.8994169096209913,1.0,0.912536443148688,0.9945054945054944,0.8994169096209913,0.989010989010989,0.8527696793002916
133,1.0,0.9314868804664724,0.9945054945054944,0.8994169096209913,0.9945054945054944,0.91399416909621,0.9835164835164836,0.8935860058309038,0.9835164835164836,0.8542274052478134
134,1.0,0.9314868804664724,0.9945054945054944,0.9008746355685132,1.0,0.9154518950437318,0.989010989010989,0.8862973760932945,0.9835164835164836,0.8527696793002916
135,1.0,0.9314868804664724,1.0,0.8950437317784257,1.0,0.9154518950437318,0.9945054945054944,0.8979591836734694,0.989010989010989,0.8498542274052479
136,1.0,0.932944606413994,1.0,0.8892128279883382,1.0,0.9154518950437318,1.0,0.902332361516035,0.9945054945054944,0.8542274052478134
137,1.0,0.932944606413994,0.9945054945054944,0.8848396501457726,1.0,0.9183673469387756,1.0,0.902332361516035,0.9945054945054944,0.8527696793002916
138,1.0,0.932944606413994,1.0,0.89067055393586,1.0,0.9183673469387756,1.0,0.902332361516035,0.9945054945054944,0.858600583090379
139,1.0,0.9314868804664724,1.0,0.892128279883382,1.0,0.9183673469387756,1.0,0.8979591836734694,0.9945054945054944,0.8600583090379009
140,1.0,0.932944606413994,1.0,0.8935860058309038,1.0,0.9183673469387756,1.0,0.8979591836734694,0.9945054945054944,0.858600583090379
141,1.0,0.932944606413994,1.0,0.8979591836734694,1.0,0.9183673469387756,0.989010989010989,0.91399416909621,0.9945054945054944,0.858600583090379
142,1.0,0.934402332361516,0.9945054945054944,0.9037900874635568,1.0,0.9183673469387756,0.989010989010989,0.9096209912536444,0.989010989010989,0.8571428571428571
143,1.0,0.934402332361516,1.0,0.91399416909621,1.0,0.9198250728862972,0.9945054945054944,0.9110787172011662,0.9945054945054944,0.858600583090379
144,1.0,0.932944606413994,1.0,0.91399416909621,1.0,0.9198250728862972,1.0,0.9183673469387756,0.989010989010989,0.8556851311953353
145,1.0,0.932944606413994,1.0,0.91399416909621,1.0,0.9183673469387756,1.0,0.9096209912536444,1.0,0.8600583090379009
146,1.0,0.932944606413994,1.0,0.912536443148688,1.0,0.9183673469387756,1.0,0.9096209912536444,0.989010989010989,0.8571428571428571
147,1.0,0.932944606413994,1.0,0.912536443148688,1.0,0.922740524781341,1.0,0.9212827988338192,1.0,0.8513119533527697
148,1.0,0.932944606413994,0.9945054945054944,0.9096209912536444,1.0,0.9198250728862972,1.0,0.9256559766763848,0.989010989010989,0.8615160349854227
149,1.0,0.932944606413994,1.0,0.9081632653061223,1.0,0.9169096209912536,1.0,0.9212827988338192,0.989010989010989,0.8658892128279884
150,1.0,0.932944606413994,1.0,0.9110787172011662,0.9945054945054944,0.9183673469387756,0.9945054945054944,0.9212827988338192,0.989010989010989,0.8542274052478134
151,1.0,0.932944606413994,0.9945054945054944,0.9096209912536444,0.9945054945054944,0.9198250728862972,1.0,0.9212827988338192,0.978021978021978,0.8542274052478134
152,1.0,0.932944606413994,0.9945054945054944,0.9067055393586004,1.0,0.9212827988338192,1.0,0.922740524781341,0.9725274725274724,0.8527696793002916
153,1.0,0.932944606413994,1.0,0.9081632653061223,1.0,0.9212827988338192,1.0,0.9183673469387756,0.978021978021978,0.8527696793002916
154,1.0,0.934402332361516,1.0,0.9096209912536444,1.0,0.922740524781341,0.9945054945054944,0.9096209912536444,0.989010989010989,0.8629737609329446
155,1.0,0.934402332361516,1.0,0.9110787172011662,1.0,0.922740524781341,1.0,0.9037900874635568,0.9945054945054944,0.8688046647230321
156,1.0,0.934402332361516,1.0,0.9096209912536444,1.0,0.9212827988338192,1.0,0.9081632653061223,0.9835164835164836,0.8673469387755102
157,1.0,0.932944606413994,0.9945054945054944,0.9081632653061223,1.0,0.9198250728862972,1.0,0.9096209912536444,1.0,0.858600583090379
158,1.0,0.932944606413994,0.9945054945054944,0.9067055393586004,1.0,0.9212827988338192,0.9945054945054944,0.91399416909621,0.9945054945054944,0.8571428571428571
159,1.0,0.9358600583090378,1.0,0.9067055393586004,1.0,0.9212827988338192,1.0,0.91399416909621,0.9725274725274724,0.8644314868804664
160,1.0,0.9358600583090378,1.0,0.9067055393586004,1.0,0.9212827988338192,0.9945054945054944,0.9110787172011662,0.9945054945054944,0.8658892128279884
161,1.0,0.9358600583090378,0.9945054945054944,0.9081632653061223,1.0,0.9198250728862972,1.0,0.91399416909621,0.9945054945054944,0.8629737609329446
162,1.0,0.9358600583090378,1.0,0.9052478134110788,1.0,0.9212827988338192,1.0,0.9110787172011662,0.9945054945054944,0.8629737609329446
163,1.0,0.9358600583090378,0.9945054945054944,0.9067055393586004,0.9945054945054944,0.922740524781341,0.9945054945054944,0.9081632653061223,1.0,0.8600583090379009
164,1.0,0.9358600583090378,1.0,0.9067055393586004,1.0,0.922740524781341,1.0,0.9081632653061223,0.9945054945054944,0.8600583090379009
165,1.0,0.9358600583090378,1.0,0.9096209912536444,1.0,0.9212827988338192,1.0,0.9067055393586004,0.9945054945054944,0.8600583090379009
166,1.0,0.9358600583090378,1.0,0.9081632653061223,1.0,0.9212827988338192,1.0,0.9096209912536444,0.989010989010989,0.8600583090379009
167,1.0,0.9358600583090378,1.0,0.9067055393586004,0.9945054945054944,0.9212827988338192,1.0,0.9096209912536444,0.989010989010989,0.8644314868804664
168,1.0,0.9358600583090378,1.0,0.9081632653061223,1.0,0.9212827988338192,0.9945054945054944,0.9096209912536444,1.0,0.8629737609329446
169,1.0,0.9358600583090378,1.0,0.9110787172011662,1.0,0.922740524781341,1.0,0.9169096209912536,0.9945054945054944,0.8629737609329446
170,1.0,0.9358600583090378,0.9945054945054944,0.9067055393586004,1.0,0.922740524781341,1.0,0.9183673469387756,0.9945054945054944,0.8629737609329446
171,1.0,0.9358600583090378,1.0,0.9081632653061223,1.0,0.922740524781341,1.0,0.9154518950437318,0.989010989010989,0.8629737609329446
172,1.0,0.9358600583090378,1.0,0.9052478134110788,1.0,0.922740524781341,0.9945054945054944,0.9198250728862972,1.0,0.8644314868804664
173,1.0,0.9358600583090378,1.0,0.9052478134110788,0.9945054945054944,0.922740524781341,1.0,0.9198250728862972,0.989010989010989,0.8644314868804664
174,1.0,0.9358600583090378,0.9945054945054944,0.9081632653061223,1.0,0.9212827988338192,1.0,0.9183673469387756,0.9945054945054944,0.8644314868804664
175,1.0,0.9358600583090378,1.0,0.9081632653061223,1.0,0.922740524781341,1.0,0.9154518950437318,0.9725274725274724,0.8644314868804664
176,1.0,0.9358600583090378,0.989010989010989,0.9052478134110788,1.0,0.9212827988338192,1.0,0.922740524781341,0.9945054945054944,0.8644314868804664
177,1.0,0.9358600583090378,1.0,0.9052478134110788,1.0,0.922740524781341,1.0,0.922740524781341,0.9945054945054944,0.8644314868804664
178,1.0,0.9358600583090378,1.0,0.9052478134110788,1.0,0.9212827988338192,1.0,0.9169096209912536,0.989010989010989,0.8658892128279884
179,1.0,0.9358600583090378,1.0,0.9052478134110788,1.0,0.9198250728862972,1.0,0.9169096209912536,0.9835164835164836,0.8658892128279884
180,1.0,0.9358600583090378,1.0,0.9052478134110788,1.0,0.922740524781341,1.0,0.9154518950437318,1.0,0.8673469387755102
|