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fix(simulation): Evaluation of age was based on hits instead of access_count

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Signed-off-by: Tuan-Dat Tran <tuan-dat.tran@tudattr.dev>
This commit is contained in:
Tuan-Dat Tran
2024-11-28 15:57:19 +01:00
parent a484d49128
commit f9d48e6fe4
42 changed files with 1320 additions and 36118 deletions
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200
experiments/No_Refresh_3_0s_ttl/details.csv
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@@ -1,101 +1,101 @@
obj_id,access_count,hits,misses,mu,lambda,hit_rate,avg_age
1,234,198,36,0,2,84.62,1.4343434343434343
2,125,95,30,0,1,76.0,1.5368421052631578
3,258,221,37,0,2,85.66,1.579185520361991
4,1698,1656,42,0,14,97.53,1.4504830917874396
5,256,222,34,0,2,86.72,1.4234234234234233
6,124,96,28,0,1,77.42,1.625
7,127,93,34,0,1,73.23,1.5483870967741935
8,125,94,31,0,1,75.2,1.4893617021276595
9,236,200,36,0,2,84.75,1.57
10,135,104,31,0,1,77.04,1.4903846153846154
11,252,216,36,0,2,85.71,1.5648148148148149
12,778,737,41,0,6,94.73,1.5332428765264585
13,127,97,30,0,1,76.38,1.2268041237113403
14,488,449,39,0,4,92.01,1.4587973273942094
15,122,90,32,0,1,73.77,1.5222222222222221
16,134,101,33,0,1,75.37,1.5148514851485149
17,468,429,39,0,4,91.67,1.5384615384615385
18,732,692,40,0,6,94.54,1.5216763005780347
19,131,98,33,0,1,74.81,1.336734693877551
20,378,339,39,0,3,89.68,1.519174041297935
21,124,93,31,0,1,75.0,1.5053763440860215
22,272,234,38,0,2,86.03,1.517094017094017
23,139,108,31,0,1,77.7,1.5277777777777777
24,506,468,38,0,4,92.49,1.5021367521367521
25,135,103,32,0,1,76.3,1.6407766990291262
26,238,204,34,0,2,85.71,1.5
27,116,86,30,0,1,74.14,1.4883720930232558
28,106,78,28,0,1,73.58,1.2435897435897436
29,116,86,30,0,1,74.14,1.6046511627906976
30,133,101,32,0,1,75.94,1.4851485148514851
31,127,94,33,0,1,74.02,1.5106382978723405
32,134,103,31,0,1,76.87,1.3300970873786409
33,221,187,34,0,2,84.62,1.5508021390374331
34,120,90,30,0,1,75.0,1.4555555555555555
35,124,92,32,0,1,74.19,1.5
36,124,94,30,0,1,75.81,1.425531914893617
37,126,96,30,0,1,76.19,1.5520833333333333
38,274,237,37,0,2,86.5,1.4430379746835442
39,127,94,33,0,1,74.02,1.4680851063829787
40,110,80,30,0,1,72.73,1.4
41,270,232,38,0,2,85.93,1.5517241379310345
42,782,742,40,0,6,94.88,1.4339622641509433
43,145,113,32,0,1,77.93,1.5044247787610618
44,261,224,37,0,2,85.82,1.5089285714285714
45,137,107,30,0,1,78.1,1.5794392523364487
46,132,98,34,0,1,74.24,1.6938775510204083
47,116,85,31,0,1,73.28,1.5058823529411764
48,119,88,31,0,1,73.95,1.3636363636363635
49,3160,3118,42,0,25,98.67,1.4573444515715201
50,126,93,33,0,1,73.81,1.5053763440860215
51,384,346,38,0,3,90.1,1.4710982658959537
52,126,97,29,0,1,76.98,1.4845360824742269
53,128,95,33,0,1,74.22,1.4631578947368422
54,147,115,32,0,1,78.23,1.5391304347826087
55,118,85,33,0,1,72.03,1.7411764705882353
56,110,81,29,0,1,73.64,1.6049382716049383
57,256,221,35,0,2,86.33,1.6063348416289593
58,729,689,40,0,6,94.51,1.6095791001451378
59,226,191,35,0,2,84.51,1.3979057591623036
60,115,84,31,0,1,73.04,1.4166666666666667
61,216,182,34,0,2,84.26,1.4230769230769231
62,134,100,34,0,1,74.63,1.68
63,1936,1894,42,0,16,97.83,1.4804646251319957
64,119,90,29,0,1,75.63,1.3555555555555556
65,124,95,29,0,1,76.61,1.5894736842105264
66,248,211,37,0,2,85.08,1.6398104265402844
67,122,90,32,0,1,73.77,1.5222222222222221
68,655,616,39,0,5,94.05,1.478896103896104
69,131,97,34,0,1,74.05,1.5051546391752577
70,409,370,39,0,3,90.46,1.4648648648648648
71,120,89,31,0,1,74.17,1.595505617977528
72,241,204,37,0,2,84.65,1.6323529411764706
73,100,69,31,0,1,69.0,1.2753623188405796
74,248,211,37,0,2,85.08,1.3601895734597156
75,640,600,40,0,5,93.75,1.4583333333333333
76,128,96,32,0,1,75.0,1.3645833333333333
77,133,100,33,0,1,75.19,1.54
78,111,80,31,0,1,72.07,1.5
79,248,214,34,0,2,86.29,1.6355140186915889
80,107,74,33,0,1,69.16,1.472972972972973
81,123,94,29,0,1,76.42,1.4574468085106382
82,127,94,33,0,1,74.02,1.4787234042553192
83,139,106,33,0,1,76.26,1.4056603773584906
84,133,104,29,0,1,78.2,1.7788461538461537
85,117,85,32,0,1,72.65,1.7294117647058824
86,126,93,33,0,1,73.81,1.6559139784946237
87,111,83,28,0,1,74.77,1.5662650602409638
88,135,101,34,0,1,74.81,1.5643564356435644
89,130,97,33,0,1,74.62,1.4536082474226804
90,121,89,32,0,1,73.55,1.6292134831460674
91,132,100,32,0,1,75.76,1.28
92,101,68,33,0,1,67.33,1.5147058823529411
93,247,212,35,0,2,85.83,1.419811320754717
94,645,606,39,0,5,93.95,1.49009900990099
95,70079,70037,42,0,559,99.94,1.0302411582449278
96,128,99,29,0,1,77.34,1.3434343434343434
97,141,109,32,0,1,77.3,1.4587155963302751
98,643,603,40,0,5,93.78,1.494195688225539
99,115,83,32,0,1,72.17,1.4578313253012047
100,1719,1678,41,0,13,97.61,1.3921334922526818
1,127,93,34,0,1,73.23,1.062992125984252
2,148,116,32,0,1,78.38,1.2364864864864864
3,117,85,32,0,1,72.65,1.0940170940170941
4,125,91,34,0,1,72.8,1.032
5,140,106,34,0,1,75.71,1.1642857142857144
6,130,98,32,0,1,75.38,1.2538461538461538
7,263,225,38,0,2,85.55,1.11787072243346
8,109,78,31,0,1,71.56,1.073394495412844
9,399,361,38,0,3,90.48,1.3358395989974938
10,127,93,34,0,1,73.23,1.1496062992125984
11,122,89,33,0,1,72.95,1.0901639344262295
12,142,108,34,0,1,76.06,1.1126760563380282
13,123,88,35,0,1,71.54,0.983739837398374
14,131,98,33,0,1,74.81,1.251908396946565
15,141,110,31,0,1,78.01,1.148936170212766
16,102,69,33,0,1,67.65,0.9901960784313726
17,112,79,33,0,1,70.54,0.9910714285714286
18,372,334,38,0,3,89.78,1.3091397849462365
19,102,73,29,0,1,71.57,1.0784313725490196
20,148,114,34,0,1,77.03,1.114864864864865
21,365,327,38,0,3,89.59,1.3068493150684932
22,520,480,40,0,4,92.31,1.4384615384615385
23,273,235,38,0,2,86.08,1.3626373626373627
24,153,119,34,0,1,77.78,1.1176470588235294
25,803,762,41,0,7,94.89,1.3424657534246576
26,128,96,32,0,1,75.0,1.1171875
27,107,74,33,0,1,69.16,1.0841121495327102
28,946,905,41,0,8,95.67,1.3107822410147991
29,115,84,31,0,1,73.04,1.0347826086956522
30,115,84,31,0,1,73.04,1.0956521739130434
31,258,222,36,0,2,86.05,1.306201550387597
32,118,85,33,0,1,72.03,0.9830508474576272
33,123,90,33,0,1,73.17,1.2926829268292683
34,138,104,34,0,1,75.36,1.0942028985507246
35,226,190,36,0,2,84.07,1.0309734513274336
36,261,224,37,0,2,85.82,1.2528735632183907
37,440,401,39,0,3,91.14,1.3295454545454546
38,122,89,33,0,1,72.95,1.0573770491803278
39,127,96,31,0,1,75.59,1.0551181102362204
40,102,73,29,0,1,71.57,1.0784313725490196
41,139,107,32,0,1,76.98,1.1007194244604317
42,118,86,32,0,1,72.88,1.0677966101694916
43,135,102,33,0,1,75.56,1.0518518518518518
44,251,215,36,0,2,85.66,1.2868525896414342
45,253,217,36,0,2,85.77,1.2727272727272727
46,139,107,32,0,1,76.98,1.0359712230215827
47,120,90,30,0,1,75.0,1.15
48,257,220,37,0,2,85.6,1.2684824902723735
49,256,220,36,0,2,85.94,1.24609375
50,2480,2438,42,0,20,98.31,1.3608870967741935
51,105,77,28,0,1,73.33,1.0666666666666667
52,133,103,30,0,1,77.44,1.2781954887218046
53,804,763,41,0,6,94.9,1.4900497512437811
54,137,105,32,0,1,76.64,1.1532846715328466
55,100,70,30,0,1,70.0,1.03
56,146,113,33,0,1,77.4,1.3013698630136987
57,124,90,34,0,1,72.58,1.0080645161290323
58,140,108,32,0,1,77.14,1.2
59,108,78,30,0,1,72.22,0.9722222222222222
60,132,99,33,0,1,75.0,1.2121212121212122
61,601,561,40,0,5,93.34,1.4226289517470883
62,116,85,31,0,1,73.28,1.103448275862069
63,109,79,30,0,1,72.48,0.9908256880733946
64,127,94,33,0,1,74.02,1.1574803149606299
65,128,96,32,0,1,75.0,1.140625
66,252,216,36,0,2,85.71,1.3492063492063493
67,140,110,30,0,1,78.57,1.1285714285714286
68,108,77,31,0,1,71.3,1.1296296296296295
69,247,210,37,0,2,85.02,1.2469635627530364
70,147,112,35,0,1,76.19,1.129251700680272
71,125,94,31,0,1,75.2,0.912
72,276,238,38,0,2,86.23,1.3043478260869565
73,382,345,37,0,3,90.31,1.4162303664921465
74,258,221,37,0,2,85.66,1.197674418604651
75,122,89,33,0,1,72.95,1.1557377049180328
76,134,99,35,0,1,73.88,1.0671641791044777
77,113,85,28,0,1,75.22,0.9823008849557522
78,485,445,40,0,4,91.75,1.3278350515463917
79,138,109,29,0,1,78.99,1.1594202898550725
80,124,92,32,0,1,74.19,1.0725806451612903
81,126,97,29,0,1,76.98,1.1984126984126984
82,136,104,32,0,1,76.47,1.0
83,123,92,31,0,1,74.8,0.991869918699187
84,132,101,31,0,1,76.52,1.1818181818181819
85,223,187,36,0,2,83.86,1.3183856502242153
86,126,97,29,0,1,76.98,1.1666666666666667
87,118,85,33,0,1,72.03,0.9915254237288136
88,383,344,39,0,3,89.82,1.5221932114882506
89,136,104,32,0,1,76.47,1.1102941176470589
90,122,92,30,0,1,75.41,1.1885245901639345
91,121,87,34,0,1,71.9,0.9338842975206612
92,492,452,40,0,4,91.87,1.4146341463414633
93,385,346,39,0,3,89.87,1.405194805194805
94,127,94,33,0,1,74.02,1.1732283464566928
95,132,97,35,0,1,73.48,1.0606060606060606
96,5506,5464,42,0,45,99.24,1.4139120958953868
97,105,74,31,0,1,70.48,1.0285714285714285
98,261,225,36,0,2,86.21,1.2950191570881227
99,381,343,38,0,3,90.03,1.220472440944882
100,117,85,32,0,1,72.65,1.1452991452991452
1 obj_id access_count hits misses mu lambda hit_rate avg_age
2 1 234 127 198 93 36 34 0 2 1 84.62 73.23 1.4343434343434343 1.062992125984252
3 2 125 148 95 116 30 32 0 1 76.0 78.38 1.5368421052631578 1.2364864864864864
4 3 258 117 221 85 37 32 0 2 1 85.66 72.65 1.579185520361991 1.0940170940170941
5 4 1698 125 1656 91 42 34 0 14 1 97.53 72.8 1.4504830917874396 1.032
6 5 256 140 222 106 34 0 2 1 86.72 75.71 1.4234234234234233 1.1642857142857144
7 6 124 130 96 98 28 32 0 1 77.42 75.38 1.625 1.2538461538461538
8 7 127 263 93 225 34 38 0 1 2 73.23 85.55 1.5483870967741935 1.11787072243346
9 8 125 109 94 78 31 0 1 75.2 71.56 1.4893617021276595 1.073394495412844
10 9 236 399 200 361 36 38 0 2 3 84.75 90.48 1.57 1.3358395989974938
11 10 135 127 104 93 31 34 0 1 77.04 73.23 1.4903846153846154 1.1496062992125984
12 11 252 122 216 89 36 33 0 2 1 85.71 72.95 1.5648148148148149 1.0901639344262295
13 12 778 142 737 108 41 34 0 6 1 94.73 76.06 1.5332428765264585 1.1126760563380282
14 13 127 123 97 88 30 35 0 1 76.38 71.54 1.2268041237113403 0.983739837398374
15 14 488 131 449 98 39 33 0 4 1 92.01 74.81 1.4587973273942094 1.251908396946565
16 15 122 141 90 110 32 31 0 1 73.77 78.01 1.5222222222222221 1.148936170212766
17 16 134 102 101 69 33 0 1 75.37 67.65 1.5148514851485149 0.9901960784313726
18 17 468 112 429 79 39 33 0 4 1 91.67 70.54 1.5384615384615385 0.9910714285714286
19 18 732 372 692 334 40 38 0 6 3 94.54 89.78 1.5216763005780347 1.3091397849462365
20 19 131 102 98 73 33 29 0 1 74.81 71.57 1.336734693877551 1.0784313725490196
21 20 378 148 339 114 39 34 0 3 1 89.68 77.03 1.519174041297935 1.114864864864865
22 21 124 365 93 327 31 38 0 1 3 75.0 89.59 1.5053763440860215 1.3068493150684932
23 22 272 520 234 480 38 40 0 2 4 86.03 92.31 1.517094017094017 1.4384615384615385
24 23 139 273 108 235 31 38 0 1 2 77.7 86.08 1.5277777777777777 1.3626373626373627
25 24 506 153 468 119 38 34 0 4 1 92.49 77.78 1.5021367521367521 1.1176470588235294
26 25 135 803 103 762 32 41 0 1 7 76.3 94.89 1.6407766990291262 1.3424657534246576
27 26 238 128 204 96 34 32 0 2 1 85.71 75.0 1.5 1.1171875
28 27 116 107 86 74 30 33 0 1 74.14 69.16 1.4883720930232558 1.0841121495327102
29 28 106 946 78 905 28 41 0 1 8 73.58 95.67 1.2435897435897436 1.3107822410147991
30 29 116 115 86 84 30 31 0 1 74.14 73.04 1.6046511627906976 1.0347826086956522
31 30 133 115 101 84 32 31 0 1 75.94 73.04 1.4851485148514851 1.0956521739130434
32 31 127 258 94 222 33 36 0 1 2 74.02 86.05 1.5106382978723405 1.306201550387597
33 32 134 118 103 85 31 33 0 1 76.87 72.03 1.3300970873786409 0.9830508474576272
34 33 221 123 187 90 34 33 0 2 1 84.62 73.17 1.5508021390374331 1.2926829268292683
35 34 120 138 90 104 30 34 0 1 75.0 75.36 1.4555555555555555 1.0942028985507246
36 35 124 226 92 190 32 36 0 1 2 74.19 84.07 1.5 1.0309734513274336
37 36 124 261 94 224 30 37 0 1 2 75.81 85.82 1.425531914893617 1.2528735632183907
38 37 126 440 96 401 30 39 0 1 3 76.19 91.14 1.5520833333333333 1.3295454545454546
39 38 274 122 237 89 37 33 0 2 1 86.5 72.95 1.4430379746835442 1.0573770491803278
40 39 127 94 96 33 31 0 1 74.02 75.59 1.4680851063829787 1.0551181102362204
41 40 110 102 80 73 30 29 0 1 72.73 71.57 1.4 1.0784313725490196
42 41 270 139 232 107 38 32 0 2 1 85.93 76.98 1.5517241379310345 1.1007194244604317
43 42 782 118 742 86 40 32 0 6 1 94.88 72.88 1.4339622641509433 1.0677966101694916
44 43 145 135 113 102 32 33 0 1 77.93 75.56 1.5044247787610618 1.0518518518518518
45 44 261 251 224 215 37 36 0 2 85.82 85.66 1.5089285714285714 1.2868525896414342
46 45 137 253 107 217 30 36 0 1 2 78.1 85.77 1.5794392523364487 1.2727272727272727
47 46 132 139 98 107 34 32 0 1 74.24 76.98 1.6938775510204083 1.0359712230215827
48 47 116 120 85 90 31 30 0 1 73.28 75.0 1.5058823529411764 1.15
49 48 119 257 88 220 31 37 0 1 2 73.95 85.6 1.3636363636363635 1.2684824902723735
50 49 3160 256 3118 220 42 36 0 25 2 98.67 85.94 1.4573444515715201 1.24609375
51 50 126 2480 93 2438 33 42 0 1 20 73.81 98.31 1.5053763440860215 1.3608870967741935
52 51 384 105 346 77 38 28 0 3 1 90.1 73.33 1.4710982658959537 1.0666666666666667
53 52 126 133 97 103 29 30 0 1 76.98 77.44 1.4845360824742269 1.2781954887218046
54 53 128 804 95 763 33 41 0 1 6 74.22 94.9 1.4631578947368422 1.4900497512437811
55 54 147 137 115 105 32 0 1 78.23 76.64 1.5391304347826087 1.1532846715328466
56 55 118 100 85 70 33 30 0 1 72.03 70.0 1.7411764705882353 1.03
57 56 110 146 81 113 29 33 0 1 73.64 77.4 1.6049382716049383 1.3013698630136987
58 57 256 124 221 90 35 34 0 2 1 86.33 72.58 1.6063348416289593 1.0080645161290323
59 58 729 140 689 108 40 32 0 6 1 94.51 77.14 1.6095791001451378 1.2
60 59 226 108 191 78 35 30 0 2 1 84.51 72.22 1.3979057591623036 0.9722222222222222
61 60 115 132 84 99 31 33 0 1 73.04 75.0 1.4166666666666667 1.2121212121212122
62 61 216 601 182 561 34 40 0 2 5 84.26 93.34 1.4230769230769231 1.4226289517470883
63 62 134 116 100 85 34 31 0 1 74.63 73.28 1.68 1.103448275862069
64 63 1936 109 1894 79 42 30 0 16 1 97.83 72.48 1.4804646251319957 0.9908256880733946
65 64 119 127 90 94 29 33 0 1 75.63 74.02 1.3555555555555556 1.1574803149606299
66 65 124 128 95 96 29 32 0 1 76.61 75.0 1.5894736842105264 1.140625
67 66 248 252 211 216 37 36 0 2 85.08 85.71 1.6398104265402844 1.3492063492063493
68 67 122 140 90 110 32 30 0 1 73.77 78.57 1.5222222222222221 1.1285714285714286
69 68 655 108 616 77 39 31 0 5 1 94.05 71.3 1.478896103896104 1.1296296296296295
70 69 131 247 97 210 34 37 0 1 2 74.05 85.02 1.5051546391752577 1.2469635627530364
71 70 409 147 370 112 39 35 0 3 1 90.46 76.19 1.4648648648648648 1.129251700680272
72 71 120 125 89 94 31 0 1 74.17 75.2 1.595505617977528 0.912
73 72 241 276 204 238 37 38 0 2 84.65 86.23 1.6323529411764706 1.3043478260869565
74 73 100 382 69 345 31 37 0 1 3 69.0 90.31 1.2753623188405796 1.4162303664921465
75 74 248 258 211 221 37 0 2 85.08 85.66 1.3601895734597156 1.197674418604651
76 75 640 122 600 89 40 33 0 5 1 93.75 72.95 1.4583333333333333 1.1557377049180328
77 76 128 134 96 99 32 35 0 1 75.0 73.88 1.3645833333333333 1.0671641791044777
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100 99 115 381 83 343 32 38 0 1 3 72.17 90.03 1.4578313253012047 1.220472440944882
101 100 1719 117 1678 85 41 32 0 13 1 97.61 72.65 1.3921334922526818 1.1452991452991452

200
experiments/No_Refresh_3_0s_ttl/hit_age.csv
View File

@@ -1,101 +1,101 @@
obj_id,hit_rate,avg_age
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78 77 0.7518796992481203 0.7522123893805309 1.54 1.3058823529411765
79 78 0.7207207207207207 0.9175257731958762 1.5 1.447191011235955
80 79 0.8629032258064516 0.7898550724637681 1.6355140186915889 1.4678899082568808
81 80 0.6915887850467289 0.7419354838709677 1.472972972972973 1.4456521739130435
82 81 0.7642276422764228 0.7698412698412699 1.4574468085106382 1.556701030927835
83 82 0.7401574803149606 0.7647058823529411 1.4787234042553192 1.3076923076923077
84 83 0.762589928057554 0.7479674796747967 1.4056603773584906 1.326086956521739
85 84 0.7819548872180451 0.7651515151515151 1.7788461538461537 1.5445544554455446
86 85 0.7264957264957265 0.8385650224215246 1.7294117647058824 1.572192513368984
87 86 0.7380952380952381 0.7698412698412699 1.6559139784946237 1.5154639175257731
88 87 0.7477477477477478 0.7203389830508474 1.5662650602409638 1.3764705882352941
89 88 0.7481481481481481 0.8981723237597912 1.5643564356435644 1.694767441860465
90 89 0.7461538461538462 0.7647058823529411 1.4536082474226804 1.4519230769230769
91 90 0.7355371900826446 0.7540983606557377 1.6292134831460674 1.576086956521739
92 91 0.7575757575757576 0.71900826446281 1.28 1.2988505747126438
93 92 0.6732673267326733 0.9186991869918699 1.5147058823529411 1.5398230088495575
94 93 0.8582995951417004 0.8987012987012987 1.419811320754717 1.5635838150289016
95 94 0.9395348837209302 0.7401574803149606 1.49009900990099 1.5851063829787233
96 95 0.9994006763795146 0.7348484848484849 1.0302411582449278 1.443298969072165
97 96 0.7734375 0.9923719578641482 1.3434343434343434 1.4247803806734993
98 97 0.7730496453900709 0.7047619047619048 1.4587155963302751 1.4594594594594594
99 98 0.937791601866252 0.8620689655172413 1.494195688225539 1.5022222222222221
100 99 0.7217391304347827 0.9002624671916011 1.4578313253012047 1.3556851311953353
101 100 0.9761489237929029 0.7264957264957265 1.3921334922526818 1.576470588235294

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@@ -1,9 +1,9 @@
,hit_rate,avg_age
count,100.0,100.0
mean,0.804885219000722,1.4954901146744555
std,0.08177934694095271,0.11134778550272877
min,0.6732673267326733,1.0302411582449278
25%,0.741594827586207,1.4528269585138702
50%,0.7651783372672436,1.5
75%,0.8585395111710901,1.5518139367816093
max,0.9994006763795146,1.7788461538461537
mean,0.7906927824364712,1.479522176980214
std,0.07676518565586872,0.09745960173237347
min,0.6764705882352942,1.2127659574468086
25%,0.731389183457052,1.428625001710431
50%,0.7612340710932259,1.472077922077922
75%,0.8567275747508305,1.5473047304730474
max,0.9923719578641482,1.7666666666666666
1 hit_rate avg_age
2 count 100.0 100.0
3 mean 0.804885219000722 0.7906927824364712 1.4954901146744555 1.479522176980214
4 std 0.08177934694095271 0.07676518565586872 0.11134778550272877 0.09745960173237347
5 min 0.6732673267326733 0.6764705882352942 1.0302411582449278 1.2127659574468086
6 25% 0.741594827586207 0.731389183457052 1.4528269585138702 1.428625001710431
7 50% 0.7651783372672436 0.7612340710932259 1.5 1.472077922077922
8 75% 0.8585395111710901 0.8567275747508305 1.5518139367816093 1.5473047304730474
9 max 0.9994006763795146 0.9923719578641482 1.7788461538461537 1.7666666666666666