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feat(simulation): Ran simulation with 1000

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Signed-off-by: Tuan-Dat Tran <tuan-dat.tran@tudattr.dev>
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Tuan-Dat Tran
2024-11-28 16:01:52 +01:00
parent f9d48e6fe4
commit 5785827899
47 changed files with 1520 additions and 1309 deletions
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200
experiments/No_Refresh_5_0s_ttl/details.csv
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@@ -1,101 +1,101 @@
obj_id,access_count,hits,misses,mu,lambda,hit_rate,avg_age
1,136,113,23,0,1,83.09,2.0808823529411766
2,139,117,22,0,1,84.17,2.1870503597122304
3,151,127,24,0,1,84.11,1.8344370860927153
4,385,360,25,0,3,93.51,2.412987012987013
5,135,112,23,0,1,82.96,1.8
6,130,107,23,0,1,82.31,1.823076923076923
7,129,107,22,0,1,82.95,2.1782945736434107
8,133,110,23,0,1,82.71,2.075187969924812
9,132,110,22,0,1,83.33,2.1136363636363638
10,113,92,21,0,1,81.42,2.0707964601769913
11,278,253,25,0,2,91.01,2.0755395683453237
12,126,103,23,0,1,81.75,2.007936507936508
13,128,105,23,0,1,82.03,2.109375
14,147,126,21,0,1,85.71,2.183673469387755
15,137,113,24,0,1,82.48,2.0072992700729926
16,123,100,23,0,1,81.3,1.8048780487804879
17,239,215,24,0,2,89.96,2.2677824267782425
18,135,113,22,0,1,83.7,2.1481481481481484
19,124,102,22,0,1,82.26,2.161290322580645
20,264,239,25,0,2,90.53,2.242424242424242
21,124,101,23,0,1,81.45,2.1129032258064515
22,277,252,25,0,2,90.97,1.963898916967509
23,127,105,22,0,1,82.68,2.0078740157480315
24,2113,2086,27,0,16,98.72,2.4557501183151915
25,271,247,24,0,2,91.14,2.2287822878228782
26,126,104,22,0,1,82.54,1.8571428571428572
27,160,137,23,0,1,85.62,2.3375
28,122,99,23,0,1,81.15,2.0737704918032787
29,768,742,26,0,6,96.61,2.5247395833333335
30,267,243,24,0,2,91.01,2.4644194756554305
31,260,236,24,0,2,90.77,2.326923076923077
32,127,105,22,0,1,82.68,1.9448818897637796
33,131,109,22,0,1,83.21,1.8931297709923665
34,135,111,24,0,1,82.22,2.037037037037037
35,378,353,25,0,3,93.39,2.328042328042328
36,408,382,26,0,3,93.63,2.2205882352941178
37,121,98,23,0,1,80.99,2.024793388429752
38,139,116,23,0,1,83.45,2.028776978417266
39,279,254,25,0,2,91.04,2.3512544802867383
40,580,554,26,0,4,95.52,2.360344827586207
41,276,251,25,0,2,90.94,2.25
42,131,111,20,0,1,84.73,2.1374045801526718
43,385,360,25,0,3,93.51,2.3766233766233764
44,690,664,26,0,5,96.23,2.294202898550725
45,139,116,23,0,1,83.45,2.014388489208633
46,1010,983,27,0,7,97.33,2.488118811881188
47,261,237,24,0,2,90.8,2.256704980842912
48,158,134,24,0,1,84.81,2.2025316455696204
49,121,100,21,0,1,82.64,2.0661157024793386
50,125,103,22,0,1,82.4,2.208
51,154,131,23,0,1,85.06,2.0259740259740258
52,126,103,23,0,1,81.75,2.0952380952380953
53,141,118,23,0,1,83.69,2.00709219858156
54,153,130,23,0,1,84.97,2.111111111111111
55,131,109,22,0,1,83.21,2.16793893129771
56,409,383,26,0,3,93.64,2.3056234718826407
57,132,110,22,0,1,83.33,1.9166666666666667
58,415,390,25,0,3,93.98,2.2409638554216866
59,141,118,23,0,1,83.69,1.8794326241134751
60,152,128,24,0,1,84.21,2.1052631578947367
61,123,100,23,0,1,81.3,1.9024390243902438
62,240,216,24,0,2,90.0,2.225
63,132,110,22,0,1,83.33,1.9393939393939394
64,133,110,23,0,1,82.71,2.045112781954887
65,302,276,26,0,2,91.39,2.218543046357616
66,127,105,22,0,1,82.68,1.937007874015748
67,134,111,23,0,1,82.84,2.1940298507462686
68,100,78,22,0,1,78.0,2.08
69,151,128,23,0,1,84.77,2.2980132450331126
70,133,109,24,0,1,81.95,1.9548872180451127
71,139,117,22,0,1,84.17,2.2014388489208634
72,108,86,22,0,1,79.63,1.9259259259259258
73,140,116,24,0,1,82.86,1.9
74,157,133,24,0,1,84.71,2.1656050955414012
75,133,110,23,0,1,82.71,2.2706766917293235
76,132,110,22,0,1,83.33,2.121212121212121
77,380,354,26,0,3,93.16,2.471052631578947
78,139,118,21,0,1,84.89,2.035971223021583
79,145,122,23,0,1,84.14,2.0827586206896553
80,259,234,25,0,2,90.35,2.2664092664092665
81,31960,31933,27,0,241,99.92,2.046589486858573
82,380,355,25,0,3,93.42,2.305263157894737
83,126,104,22,0,1,82.54,1.8968253968253967
84,135,113,22,0,1,83.7,2.140740740740741
85,249,224,25,0,2,89.96,2.3293172690763053
86,519,493,26,0,4,94.99,2.250481695568401
87,413,387,26,0,3,93.7,2.1598062953995156
88,271,246,25,0,2,90.77,2.1549815498154983
89,2027,2000,27,0,15,98.67,2.3739516526887026
90,129,107,22,0,1,82.95,2.062015503875969
91,406,381,25,0,3,93.84,2.2610837438423643
92,139,115,24,0,1,82.73,2.172661870503597
93,677,651,26,0,5,96.16,2.3943870014771047
94,136,113,23,0,1,83.09,1.9779411764705883
95,152,128,24,0,1,84.21,2.210526315789474
96,904,877,27,0,7,97.01,2.424778761061947
97,392,366,26,0,3,93.37,2.326530612244898
98,136,114,22,0,1,83.82,2.1838235294117645
99,243,219,24,0,2,90.12,2.1893004115226335
100,272,247,25,0,2,90.81,2.1654411764705883
1,1017,842,175,0,1,82.79,2.057030481809243
2,20019,19810,209,0,19,98.96,2.4550676856985865
3,1075,896,179,0,1,83.35,2.046511627906977
4,1095,918,177,0,1,83.84,2.0182648401826486
5,1010,834,176,0,1,82.57,2.0287128712871287
6,5324,5120,204,0,5,96.17,2.432757325319309
7,2139,1944,195,0,2,90.88,2.2954651706404863
8,1059,883,176,0,1,83.38,2.075542965061379
9,1017,844,173,0,1,82.99,2.062930186823992
10,3214,3015,199,0,3,93.81,2.3378967019290604
11,1041,864,177,0,1,83.0,2.143131604226705
12,3188,2990,198,0,3,93.79,2.3808030112923464
13,1022,845,177,0,1,82.68,2.080234833659491
14,1067,890,177,0,1,83.41,2.121836925960637
15,1042,867,175,0,1,83.21,2.1833013435700575
16,1097,921,176,0,1,83.96,2.1011850501367366
17,5256,5053,203,0,5,96.14,2.4185692541856927
18,2164,1970,194,0,2,91.04,2.2384473197781887
19,12809,12601,208,0,12,98.38,2.4585838082598173
20,1028,850,178,0,1,82.68,2.0428015564202333
21,1118,940,178,0,1,84.08,2.186046511627907
22,4223,4020,203,0,4,95.19,2.4106085721051387
23,1063,889,174,0,1,83.63,1.9614299153339605
24,1098,922,176,0,1,83.97,2.0
25,3158,2960,198,0,3,93.73,2.3556048131728944
26,1062,887,175,0,1,83.52,2.1421845574387945
27,1058,880,178,0,1,83.18,2.112476370510397
28,97039,96828,211,0,92,99.78,2.4460680757221325
29,2078,1886,192,0,2,90.76,2.296438883541867
30,5251,5048,203,0,5,96.13,2.410588459341078
31,1093,913,180,0,1,83.53,2.0347666971637692
32,1039,865,174,0,1,83.25,2.051973051010587
33,1034,862,172,0,1,83.37,2.0599613152804643
34,1057,881,176,0,1,83.35,2.1712393566698203
35,1135,957,178,0,1,84.32,2.1145374449339207
36,5214,5012,202,0,5,96.13,2.345416187188339
37,32649,32439,210,0,31,99.36,2.521853655548409
38,2052,1861,191,0,2,90.69,2.257797270955166
39,2122,1931,191,0,2,91.0,2.2582469368520264
40,5396,5191,205,0,5,96.2,2.38880652335063
41,1062,882,180,0,1,83.05,2.083804143126177
42,2069,1879,190,0,2,90.82,2.247462542290962
43,2051,1858,193,0,2,90.59,2.262311067771819
44,1098,919,179,0,1,83.7,2.0564663023679417
45,1047,871,176,0,1,83.19,2.0448901623686724
46,1087,916,171,0,1,84.27,2.044158233670653
47,1020,845,175,0,1,82.84,2.0764705882352943
48,1066,892,174,0,1,83.68,2.1397748592870545
49,2105,1914,191,0,2,90.93,2.2679334916864606
50,1098,921,177,0,1,83.88,2.0801457194899817
51,1081,906,175,0,1,83.81,2.087881591119334
52,1029,855,174,0,1,83.09,2.072886297376093
53,5238,5035,203,0,5,96.12,2.4014891179839633
54,1044,868,176,0,1,83.14,2.057471264367816
55,1028,855,173,0,1,83.17,2.0836575875486383
56,4234,4031,203,0,4,95.21,2.411667453944261
57,3136,2938,198,0,3,93.69,2.314732142857143
58,2111,1919,192,0,2,90.9,2.286120322122217
59,1077,901,176,0,1,83.66,2.071494893221913
60,1083,904,179,0,1,83.47,2.1865189289012004
61,1052,874,178,0,1,83.08,2.008555133079848
62,2113,1922,191,0,2,90.96,2.2749645054424987
63,3164,2966,198,0,3,93.74,2.326801517067004
64,1078,901,177,0,1,83.58,2.047309833024119
65,5165,4962,203,0,5,96.07,2.3688286544046466
66,1081,903,178,0,1,83.53,2.057354301572618
67,1001,828,173,0,1,82.72,2.07992007992008
68,2105,1913,192,0,2,90.88,2.224228028503563
69,2164,1969,195,0,2,90.99,2.2523105360443623
70,1099,921,178,0,1,83.8,2.1255686988171063
71,1000,825,175,0,1,82.5,2.077
72,1025,851,174,0,1,83.02,2.1365853658536587
73,2080,1887,193,0,2,90.72,2.3610576923076922
74,1111,934,177,0,1,84.07,2.1467146714671466
75,1022,847,175,0,1,82.88,2.00293542074364
76,1109,932,177,0,1,84.04,2.1199278629395852
77,1053,876,177,0,1,83.19,2.0579297245963915
78,1059,884,175,0,1,83.47,2.169971671388102
79,1055,879,176,0,1,83.32,2.104265402843602
80,1059,882,177,0,1,83.29,2.1359773371104818
81,1052,877,175,0,1,83.37,2.0627376425855513
82,1052,875,177,0,1,83.17,2.0665399239543727
83,1082,904,178,0,1,83.55,2.093345656192237
84,2116,1924,192,0,2,90.93,2.2485822306238186
85,2042,1850,192,0,2,90.6,2.225269343780607
86,1092,914,178,0,1,83.7,2.022893772893773
87,37129,36919,210,0,35,99.43,2.4789517627730344
88,5299,5096,203,0,5,96.17,2.383657293829024
89,2089,1899,190,0,2,90.9,2.2264241263762568
90,1095,920,175,0,1,84.02,2.14337899543379
91,1072,895,177,0,1,83.49,2.058768656716418
92,4172,3970,202,0,4,95.16,2.4206615532118887
93,1042,864,178,0,1,82.92,2.1228406909788866
94,1081,906,175,0,1,83.81,2.026827012025902
95,1066,890,176,0,1,83.49,2.0881801125703565
96,1028,854,174,0,1,83.07,2.09727626459144
97,1041,866,175,0,1,83.19,2.1248799231508166
98,1053,875,178,0,1,83.1,2.0313390313390314
99,1047,869,178,0,1,83.0,2.09360076408787
100,1030,853,177,0,1,82.82,2.0893203883495146
1 obj_id access_count hits misses mu lambda hit_rate avg_age
2 1 136 1017 113 842 23 175 0 1 83.09 82.79 2.0808823529411766 2.057030481809243
3 2 139 20019 117 19810 22 209 0 1 19 84.17 98.96 2.1870503597122304 2.4550676856985865
4 3 151 1075 127 896 24 179 0 1 84.11 83.35 1.8344370860927153 2.046511627906977
5 4 385 1095 360 918 25 177 0 3 1 93.51 83.84 2.412987012987013 2.0182648401826486
6 5 135 1010 112 834 23 176 0 1 82.96 82.57 1.8 2.0287128712871287
7 6 130 5324 107 5120 23 204 0 1 5 82.31 96.17 1.823076923076923 2.432757325319309
8 7 129 2139 107 1944 22 195 0 1 2 82.95 90.88 2.1782945736434107 2.2954651706404863
9 8 133 1059 110 883 23 176 0 1 82.71 83.38 2.075187969924812 2.075542965061379
10 9 132 1017 110 844 22 173 0 1 83.33 82.99 2.1136363636363638 2.062930186823992
11 10 113 3214 92 3015 21 199 0 1 3 81.42 93.81 2.0707964601769913 2.3378967019290604
12 11 278 1041 253 864 25 177 0 2 1 91.01 83.0 2.0755395683453237 2.143131604226705
13 12 126 3188 103 2990 23 198 0 1 3 81.75 93.79 2.007936507936508 2.3808030112923464
14 13 128 1022 105 845 23 177 0 1 82.03 82.68 2.109375 2.080234833659491
15 14 147 1067 126 890 21 177 0 1 85.71 83.41 2.183673469387755 2.121836925960637
16 15 137 1042 113 867 24 175 0 1 82.48 83.21 2.0072992700729926 2.1833013435700575
17 16 123 1097 100 921 23 176 0 1 81.3 83.96 1.8048780487804879 2.1011850501367366
18 17 239 5256 215 5053 24 203 0 2 5 89.96 96.14 2.2677824267782425 2.4185692541856927
19 18 135 2164 113 1970 22 194 0 1 2 83.7 91.04 2.1481481481481484 2.2384473197781887
20 19 124 12809 102 12601 22 208 0 1 12 82.26 98.38 2.161290322580645 2.4585838082598173
21 20 264 1028 239 850 25 178 0 2 1 90.53 82.68 2.242424242424242 2.0428015564202333
22 21 124 1118 101 940 23 178 0 1 81.45 84.08 2.1129032258064515 2.186046511627907
23 22 277 4223 252 4020 25 203 0 2 4 90.97 95.19 1.963898916967509 2.4106085721051387
24 23 127 1063 105 889 22 174 0 1 82.68 83.63 2.0078740157480315 1.9614299153339605
25 24 2113 1098 2086 922 27 176 0 16 1 98.72 83.97 2.4557501183151915 2.0
26 25 271 3158 247 2960 24 198 0 2 3 91.14 93.73 2.2287822878228782 2.3556048131728944
27 26 126 1062 104 887 22 175 0 1 82.54 83.52 1.8571428571428572 2.1421845574387945
28 27 160 1058 137 880 23 178 0 1 85.62 83.18 2.3375 2.112476370510397
29 28 122 97039 99 96828 23 211 0 1 92 81.15 99.78 2.0737704918032787 2.4460680757221325
30 29 768 2078 742 1886 26 192 0 6 2 96.61 90.76 2.5247395833333335 2.296438883541867
31 30 267 5251 243 5048 24 203 0 2 5 91.01 96.13 2.4644194756554305 2.410588459341078
32 31 260 1093 236 913 24 180 0 2 1 90.77 83.53 2.326923076923077 2.0347666971637692
33 32 127 1039 105 865 22 174 0 1 82.68 83.25 1.9448818897637796 2.051973051010587
34 33 131 1034 109 862 22 172 0 1 83.21 83.37 1.8931297709923665 2.0599613152804643
35 34 135 1057 111 881 24 176 0 1 82.22 83.35 2.037037037037037 2.1712393566698203
36 35 378 1135 353 957 25 178 0 3 1 93.39 84.32 2.328042328042328 2.1145374449339207
37 36 408 5214 382 5012 26 202 0 3 5 93.63 96.13 2.2205882352941178 2.345416187188339
38 37 121 32649 98 32439 23 210 0 1 31 80.99 99.36 2.024793388429752 2.521853655548409
39 38 139 2052 116 1861 23 191 0 1 2 83.45 90.69 2.028776978417266 2.257797270955166
40 39 279 2122 254 1931 25 191 0 2 91.04 91.0 2.3512544802867383 2.2582469368520264
41 40 580 5396 554 5191 26 205 0 4 5 95.52 96.2 2.360344827586207 2.38880652335063
42 41 276 1062 251 882 25 180 0 2 1 90.94 83.05 2.25 2.083804143126177
43 42 131 2069 111 1879 20 190 0 1 2 84.73 90.82 2.1374045801526718 2.247462542290962
44 43 385 2051 360 1858 25 193 0 3 2 93.51 90.59 2.3766233766233764 2.262311067771819
45 44 690 1098 664 919 26 179 0 5 1 96.23 83.7 2.294202898550725 2.0564663023679417
46 45 139 1047 116 871 23 176 0 1 83.45 83.19 2.014388489208633 2.0448901623686724
47 46 1010 1087 983 916 27 171 0 7 1 97.33 84.27 2.488118811881188 2.044158233670653
48 47 261 1020 237 845 24 175 0 2 1 90.8 82.84 2.256704980842912 2.0764705882352943
49 48 158 1066 134 892 24 174 0 1 84.81 83.68 2.2025316455696204 2.1397748592870545
50 49 121 2105 100 1914 21 191 0 1 2 82.64 90.93 2.0661157024793386 2.2679334916864606
51 50 125 1098 103 921 22 177 0 1 82.4 83.88 2.208 2.0801457194899817
52 51 154 1081 131 906 23 175 0 1 85.06 83.81 2.0259740259740258 2.087881591119334
53 52 126 1029 103 855 23 174 0 1 81.75 83.09 2.0952380952380953 2.072886297376093
54 53 141 5238 118 5035 23 203 0 1 5 83.69 96.12 2.00709219858156 2.4014891179839633
55 54 153 1044 130 868 23 176 0 1 84.97 83.14 2.111111111111111 2.057471264367816
56 55 131 1028 109 855 22 173 0 1 83.21 83.17 2.16793893129771 2.0836575875486383
57 56 409 4234 383 4031 26 203 0 3 4 93.64 95.21 2.3056234718826407 2.411667453944261
58 57 132 3136 110 2938 22 198 0 1 3 83.33 93.69 1.9166666666666667 2.314732142857143
59 58 415 2111 390 1919 25 192 0 3 2 93.98 90.9 2.2409638554216866 2.286120322122217
60 59 141 1077 118 901 23 176 0 1 83.69 83.66 1.8794326241134751 2.071494893221913
61 60 152 1083 128 904 24 179 0 1 84.21 83.47 2.1052631578947367 2.1865189289012004
62 61 123 1052 100 874 23 178 0 1 81.3 83.08 1.9024390243902438 2.008555133079848
63 62 240 2113 216 1922 24 191 0 2 90.0 90.96 2.225 2.2749645054424987
64 63 132 3164 110 2966 22 198 0 1 3 83.33 93.74 1.9393939393939394 2.326801517067004
65 64 133 1078 110 901 23 177 0 1 82.71 83.58 2.045112781954887 2.047309833024119
66 65 302 5165 276 4962 26 203 0 2 5 91.39 96.07 2.218543046357616 2.3688286544046466
67 66 127 1081 105 903 22 178 0 1 82.68 83.53 1.937007874015748 2.057354301572618
68 67 134 1001 111 828 23 173 0 1 82.84 82.72 2.1940298507462686 2.07992007992008
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200
experiments/No_Refresh_5_0s_ttl/hit_age.csv
View File

@@ -1,101 +1,101 @@
obj_id,hit_rate,avg_age
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65 64 0.8270676691729323 0.8358070500927643 2.4727272727272727 2.4495005549389566
66 65 0.9139072847682119 0.9606969990319458 2.427536231884058 2.465739621120516
67 66 0.8267716535433071 0.8353376503237743 2.342857142857143 2.4629014396456257
68 67 0.8283582089552238 0.8271728271728271 2.6486486486486487 2.5144927536231885
69 68 0.78 0.9087885985748219 2.6666666666666665 2.4474647151071616
70 69 0.847682119205298 0.9098890942698706 2.7109375 2.4753682072117824
71 70 0.8195488721804511 0.83803457688808 2.385321100917431 2.536373507057546
72 71 0.841726618705036 0.825 2.6153846153846154 2.5175757575757576
73 72 0.7962962962962963 0.8302439024390244 2.4186046511627906 2.573443008225617
74 73 0.8285714285714286 0.9072115384615385 2.293103448275862 2.602543720190779
75 74 0.8471337579617835 0.8406840684068407 2.556390977443609 2.5535331905781584
76 75 0.8270676691729323 0.8287671232876712 2.7454545454545456 2.4167650531286893
77 76 0.8333333333333334 0.8403967538322813 2.5454545454545454 2.522532188841202
78 77 0.9315789473684211 0.8319088319088319 2.652542372881356 2.473744292237443
79 78 0.8489208633093526 0.8347497639282342 2.3983050847457625 2.5995475113122173
80 79 0.8413793103448276 0.833175355450237 2.4754098360655736 2.525597269624573
81 80 0.9034749034749034 0.8328611898016998 2.5085470085470085 2.564625850340136
82 81 0.9991551939924906 0.8336501901140685 2.0483199198321485 2.4743443557582667
83 82 0.9342105263157895 0.8317490494296578 2.4676056338028167 2.4845714285714284
84 83 0.8253968253968254 0.8354898336414048 2.298076923076923 2.5055309734513274
85 84 0.837037037037037 0.9092627599243857 2.5575221238938055 2.472972972972973
86 85 0.8995983935742972 0.9059745347698335 2.5892857142857144 2.456216216216216
87 86 0.9499036608863198 0.836996336996337 2.369168356997972 2.4168490153172866
88 87 0.937046004842615 0.9943440437393951 2.304909560723514 2.493052357864514
89 88 0.9077490774907749 0.9616908850726552 2.3739837398373984 2.4786106750392465
90 89 0.986679822397632 0.9090473910962182 2.406 2.4491837809373354
91 90 0.8294573643410853 0.8401826484018264 2.485981308411215 2.5510869565217393
92 91 0.9384236453201971 0.8348880597014925 2.409448818897638 2.465921787709497
93 92 0.8273381294964028 0.951581975071908 2.626086956521739 2.5438287153652395
94 93 0.9615952732644018 0.8291746641074856 2.490015360983103 2.560185185185185
95 94 0.8308823529411765 0.8381128584643849 2.3805309734513274 2.4183222958057393
96 95 0.8421052631578947 0.8348968105065666 2.625 2.501123595505618
97 96 0.9701327433628318 0.830739299610895 2.4994298745724057 2.5245901639344264
98 97 0.9336734693877551 0.8318924111431316 2.4918032786885247 2.5542725173210163
99 98 0.8382352941176471 0.8309591642924976 2.6052631578947367 2.4445714285714284
100 99 0.9012345679012346 0.8299904489016237 2.4292237442922375 2.522439585730725
101 100 0.9080882352941176 0.8281553398058252 2.3846153846153846 2.5228604923798357

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@@ -1,9 +1,9 @@
,hit_rate,avg_age
count,100.0,100.0
mean,0.8689161003980432,2.469801316710304
std,0.05362014513420393,0.13549611807744597
min,0.78,2.0483199198321485
25%,0.8270676691729323,2.3846153846153846
50%,0.841726618705036,2.4849237260629664
75%,0.9100820467221729,2.5632199275958536
max,0.9991551939924906,2.7454545454545456
mean,0.8725120313088975,2.498238888150122
std,0.054253138996698945,0.05047201928154133
min,0.825,2.34533183352081
25%,0.8319067910758455,2.4694216233979627
50%,0.8375154569422085,2.494494857834241
75%,0.9093495418588469,2.5267119984567903
max,0.9978256165047042,2.6239907727797003
1 hit_rate avg_age
2 count 100.0 100.0
3 mean 0.8689161003980432 0.8725120313088975 2.469801316710304 2.498238888150122
4 std 0.05362014513420393 0.054253138996698945 0.13549611807744597 0.05047201928154133
5 min 0.78 0.825 2.0483199198321485 2.34533183352081
6 25% 0.8270676691729323 0.8319067910758455 2.3846153846153846 2.4694216233979627
7 50% 0.841726618705036 0.8375154569422085 2.4849237260629664 2.494494857834241
8 75% 0.9100820467221729 0.9093495418588469 2.5632199275958536 2.5267119984567903
9 max 0.9991551939924906 0.9978256165047042 2.7454545454545456 2.6239907727797003