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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_0_5s_ttl/details.csv
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@@ -1,101 +1,101 @@
obj_id,access_count,hits,misses,mu,lambda,hit_rate,avg_age
1,119,38,81,0,1,31.93,0.2894736842105263
2,696,507,189,0,5,72.84,0.26627218934911245
3,119,38,81,0,1,31.93,0.2894736842105263
4,145,51,94,0,1,35.17,0.1568627450980392
5,133,42,91,0,1,31.58,0.2619047619047619
6,265,134,131,0,2,50.57,0.16417910447761194
7,279,147,132,0,2,52.69,0.23129251700680273
8,140,48,92,0,1,34.29,0.25
9,134,44,90,0,1,32.84,0.3181818181818182
10,125,37,88,0,1,29.6,0.2972972972972973
11,100,30,70,0,1,30.0,0.43333333333333335
12,266,139,127,0,2,52.26,0.2446043165467626
13,132,50,82,0,1,37.88,0.26
14,107,24,83,0,1,22.43,0.08333333333333333
15,1638,1411,227,0,13,86.14,0.27002126151665484
16,116,36,80,0,1,31.03,0.1111111111111111
17,124,37,87,0,1,29.84,0.13513513513513514
18,132,45,87,0,1,34.09,0.3111111111111111
19,137,49,88,0,1,35.77,0.22448979591836735
20,116,35,81,0,1,30.17,0.2857142857142857
21,261,128,133,0,2,49.04,0.1953125
22,259,134,125,0,2,51.74,0.2462686567164179
23,125,42,83,0,1,33.6,0.16666666666666666
24,239,116,123,0,2,48.54,0.2672413793103448
25,109,31,78,0,1,28.44,0.1935483870967742
26,126,43,83,0,1,34.13,0.11627906976744186
27,126,42,84,0,1,33.33,0.11904761904761904
28,2800,2564,236,0,21,91.57,0.25585023400936036
29,115,36,79,0,1,31.3,0.25
30,250,122,128,0,2,48.8,0.26229508196721313
31,246,122,124,0,2,49.59,0.2459016393442623
32,128,45,83,0,1,35.16,0.2222222222222222
33,3230,2989,241,0,25,92.54,0.2532619605219137
34,251,127,124,0,2,50.6,0.2677165354330709
35,139,37,102,0,1,26.62,0.3783783783783784
36,416,260,156,0,3,62.5,0.3
37,131,49,82,0,1,37.4,0.32653061224489793
38,109,39,70,0,1,35.78,0.15384615384615385
39,391,240,151,0,3,61.38,0.30833333333333335
40,122,40,82,0,1,32.79,0.15
41,141,46,95,0,1,32.62,0.15217391304347827
42,135,46,89,0,1,34.07,0.1956521739130435
43,401,248,153,0,3,61.85,0.2056451612903226
44,1042,838,204,0,8,80.42,0.2637231503579952
45,139,45,94,0,1,32.37,0.35555555555555557
46,131,40,91,0,1,30.53,0.2
47,130,44,86,0,1,33.85,0.3409090909090909
48,114,36,78,0,1,31.58,0.19444444444444445
49,422,259,163,0,3,61.37,0.30115830115830117
50,111,32,79,0,1,28.83,0.25
51,1275,1064,211,0,10,83.45,0.2640977443609023
52,267,136,131,0,2,50.94,0.3014705882352941
53,124,38,86,0,1,30.65,0.23684210526315788
54,136,45,91,0,1,33.09,0.15555555555555556
55,130,46,84,0,1,35.38,0.2391304347826087
56,394,235,159,0,3,59.64,0.31063829787234043
57,120,44,76,0,1,36.67,0.29545454545454547
58,263,129,134,0,2,49.05,0.2868217054263566
59,108,34,74,0,1,31.48,0.17647058823529413
60,129,42,87,0,1,32.56,0.2619047619047619
61,251,123,128,0,2,49.0,0.21138211382113822
62,290,153,137,0,2,52.76,0.29411764705882354
63,138,51,87,0,1,36.96,0.19607843137254902
64,149,54,95,0,1,36.24,0.16666666666666666
65,275,142,133,0,2,51.64,0.3028169014084507
66,127,44,83,0,1,34.65,0.22727272727272727
67,124,41,83,0,1,33.06,0.21951219512195122
68,1432,1215,217,0,11,84.85,0.22551440329218106
69,139,47,92,0,1,33.81,0.3191489361702128
70,136,43,93,0,1,31.62,0.3023255813953488
71,122,41,81,0,1,33.61,0.2682926829268293
72,131,42,89,0,1,32.06,0.38095238095238093
73,238,111,127,0,2,46.64,0.2702702702702703
74,133,47,86,0,1,35.34,0.3191489361702128
75,155,48,107,0,1,30.97,0.3125
76,252,132,120,0,2,52.38,0.25
77,247,123,124,0,2,49.8,0.23577235772357724
78,247,118,129,0,2,47.77,0.22033898305084745
79,129,37,92,0,1,28.68,0.13513513513513514
80,250,129,121,0,2,51.6,0.24806201550387597
81,113,31,82,0,1,27.43,0.3225806451612903
82,116,39,77,0,1,33.62,0.20512820512820512
83,249,126,123,0,2,50.6,0.21428571428571427
84,124,33,91,0,1,26.61,0.21212121212121213
85,1795,1568,227,0,14,87.35,0.22130102040816327
86,119,33,86,0,1,27.73,0.18181818181818182
87,151,58,93,0,1,38.41,0.22413793103448276
88,149,57,92,0,1,38.26,0.2631578947368421
89,142,50,92,0,1,35.21,0.18
90,135,43,92,0,1,31.85,0.3023255813953488
91,133,42,91,0,1,31.58,0.35714285714285715
92,635,454,181,0,5,71.5,0.2665198237885463
93,136,50,86,0,1,36.76,0.12
94,119,38,81,0,1,31.93,0.39473684210526316
95,416,252,164,0,3,60.58,0.25
96,114,37,77,0,1,32.46,0.24324324324324326
97,132,48,84,0,1,36.36,0.2916666666666667
98,420,261,159,0,3,62.14,0.27586206896551724
99,125,46,79,0,1,36.8,0.2391304347826087
100,266,136,130,0,2,51.13,0.27941176470588236
1,122,41,81,0,1,33.61,0.02459016393442623
2,382,235,147,0,3,61.52,0.15706806282722513
3,127,38,89,0,1,29.92,0.10236220472440945
4,113,33,80,0,1,29.2,0.08849557522123894
5,244,121,123,0,2,49.59,0.11065573770491803
6,116,40,76,0,1,34.48,0.09482758620689655
7,656,474,182,0,5,72.26,0.16310975609756098
8,128,39,89,0,1,30.47,0.046875
9,114,37,77,0,1,32.46,0.08771929824561403
10,115,33,82,0,1,28.7,0.06956521739130435
11,246,129,117,0,2,52.44,0.09349593495934959
12,132,50,82,0,1,37.88,0.08333333333333333
13,139,50,89,0,1,35.97,0.08633093525179857
14,120,35,85,0,1,29.17,0.058333333333333334
15,261,134,127,0,2,51.34,0.13793103448275862
16,225,109,116,0,2,48.44,0.10666666666666667
17,120,39,81,0,1,32.5,0.06666666666666667
18,117,39,78,0,1,33.33,0.07692307692307693
19,360,213,147,0,3,59.17,0.10277777777777777
20,117,40,77,0,1,34.19,0.09401709401709402
21,134,48,86,0,1,35.82,0.07462686567164178
22,147,55,92,0,1,37.41,0.12244897959183673
23,142,50,92,0,1,35.21,0.07746478873239436
24,264,140,124,0,2,53.03,0.10984848484848485
25,123,42,81,0,1,34.15,0.11382113821138211
26,141,50,91,0,1,35.46,0.0851063829787234
27,128,45,83,0,1,35.16,0.0703125
28,564,390,174,0,5,69.15,0.16666666666666666
29,133,47,86,0,1,35.34,0.06015037593984962
30,125,45,80,0,1,36.0,0.096
31,115,31,84,0,1,26.96,0.06956521739130435
32,468,308,160,0,4,65.81,0.17094017094017094
33,116,37,79,0,1,31.9,0.034482758620689655
34,498,335,163,0,4,67.27,0.18072289156626506
35,132,39,93,0,1,29.55,0.09848484848484848
36,100,29,71,0,1,29.0,0.07
37,149,52,97,0,1,34.9,0.10067114093959731
38,355,208,147,0,3,58.59,0.16338028169014085
39,962,766,196,0,8,79.63,0.2047817047817048
40,128,47,81,0,1,36.72,0.109375
41,474,306,168,0,4,64.56,0.16666666666666666
42,495,328,167,0,4,66.26,0.17777777777777778
43,213,99,114,0,2,46.48,0.08450704225352113
44,112,32,80,0,1,28.57,0.07142857142857142
45,129,41,88,0,1,31.78,0.05426356589147287
46,133,45,88,0,1,33.83,0.07518796992481203
47,1262,1055,207,0,10,83.6,0.16085578446909668
48,136,52,84,0,1,38.24,0.10294117647058823
49,141,59,82,0,1,41.84,0.10638297872340426
50,119,41,78,0,1,34.45,0.07563025210084033
51,599,420,179,0,5,70.12,0.17696160267111852
52,1106,902,204,0,9,81.56,0.20253164556962025
53,121,35,86,0,1,28.93,0.05785123966942149
54,131,39,92,0,1,29.77,0.061068702290076333
55,124,42,82,0,1,33.87,0.12903225806451613
56,130,48,82,0,1,36.92,0.06923076923076923
57,124,40,84,0,1,32.26,0.08870967741935484
58,2118,1897,221,0,17,89.57,0.23937677053824363
59,205,95,110,0,2,46.34,0.1024390243902439
60,137,47,90,0,1,34.31,0.072992700729927
61,3216,2986,230,0,26,92.85,0.23227611940298507
62,138,48,90,0,1,34.78,0.07971014492753623
63,117,36,81,0,1,30.77,0.11965811965811966
64,264,134,130,0,2,50.76,0.10227272727272728
65,139,52,87,0,1,37.41,0.07913669064748201
66,1248,1045,203,0,10,83.73,0.20993589743589744
67,146,52,94,0,1,35.62,0.15753424657534246
68,8414,8173,241,0,69,97.14,0.24007606370335155
69,116,36,80,0,1,31.03,0.11206896551724138
70,120,38,82,0,1,31.67,0.08333333333333333
71,244,127,117,0,2,52.05,0.0942622950819672
72,117,35,82,0,1,29.91,0.08547008547008547
73,131,44,87,0,1,33.59,0.09923664122137404
74,142,48,94,0,1,33.8,0.056338028169014086
75,343,197,146,0,3,57.43,0.1836734693877551
76,250,124,126,0,2,49.6,0.124
77,253,128,125,0,2,50.59,0.11462450592885376
78,394,237,157,0,3,60.15,0.15228426395939088
79,1910,1690,220,0,15,88.48,0.225130890052356
80,120,34,86,0,1,28.33,0.03333333333333333
81,121,42,79,0,1,34.71,0.09090909090909091
82,647,465,182,0,5,71.87,0.17001545595054096
83,248,126,122,0,2,50.81,0.13709677419354838
84,144,51,93,0,1,35.42,0.125
85,108,32,76,0,1,29.63,0.037037037037037035
86,211,94,117,0,2,44.55,0.08530805687203792
87,134,49,85,0,1,36.57,0.08208955223880597
88,224,107,117,0,2,47.77,0.13839285714285715
89,135,49,86,0,1,36.3,0.1037037037037037
90,124,35,89,0,1,28.23,0.07258064516129033
91,240,116,124,0,2,48.33,0.1125
92,229,108,121,0,2,47.16,0.09606986899563319
93,393,241,152,0,3,61.32,0.13994910941475827
94,125,37,88,0,1,29.6,0.032
95,257,140,117,0,2,54.47,0.08949416342412451
96,139,47,92,0,1,33.81,0.08633093525179857
97,127,45,82,0,1,35.43,0.03937007874015748
98,4578,4343,235,0,37,94.87,0.22804718217562253
99,482,323,159,0,4,67.01,0.1887966804979253
100,249,130,119,0,2,52.21,0.11646586345381527
1 obj_id access_count hits misses mu lambda hit_rate avg_age
2 1 119 122 38 41 81 0 1 31.93 33.61 0.2894736842105263 0.02459016393442623
3 2 696 382 507 235 189 147 0 5 3 72.84 61.52 0.26627218934911245 0.15706806282722513
4 3 119 127 38 81 89 0 1 31.93 29.92 0.2894736842105263 0.10236220472440945
5 4 145 113 51 33 94 80 0 1 35.17 29.2 0.1568627450980392 0.08849557522123894
6 5 133 244 42 121 91 123 0 1 2 31.58 49.59 0.2619047619047619 0.11065573770491803
7 6 265 116 134 40 131 76 0 2 1 50.57 34.48 0.16417910447761194 0.09482758620689655
8 7 279 656 147 474 132 182 0 2 5 52.69 72.26 0.23129251700680273 0.16310975609756098
9 8 140 128 48 39 92 89 0 1 34.29 30.47 0.25 0.046875
10 9 134 114 44 37 90 77 0 1 32.84 32.46 0.3181818181818182 0.08771929824561403
11 10 125 115 37 33 88 82 0 1 29.6 28.7 0.2972972972972973 0.06956521739130435
12 11 100 246 30 129 70 117 0 1 2 30.0 52.44 0.43333333333333335 0.09349593495934959
13 12 266 132 139 50 127 82 0 2 1 52.26 37.88 0.2446043165467626 0.08333333333333333
14 13 132 139 50 82 89 0 1 37.88 35.97 0.26 0.08633093525179857
15 14 107 120 24 35 83 85 0 1 22.43 29.17 0.08333333333333333 0.058333333333333334
16 15 1638 261 1411 134 227 127 0 13 2 86.14 51.34 0.27002126151665484 0.13793103448275862
17 16 116 225 36 109 80 116 0 1 2 31.03 48.44 0.1111111111111111 0.10666666666666667
18 17 124 120 37 39 87 81 0 1 29.84 32.5 0.13513513513513514 0.06666666666666667
19 18 132 117 45 39 87 78 0 1 34.09 33.33 0.3111111111111111 0.07692307692307693
20 19 137 360 49 213 88 147 0 1 3 35.77 59.17 0.22448979591836735 0.10277777777777777
21 20 116 117 35 40 81 77 0 1 30.17 34.19 0.2857142857142857 0.09401709401709402
22 21 261 134 128 48 133 86 0 2 1 49.04 35.82 0.1953125 0.07462686567164178
23 22 259 147 134 55 125 92 0 2 1 51.74 37.41 0.2462686567164179 0.12244897959183673
24 23 125 142 42 50 83 92 0 1 33.6 35.21 0.16666666666666666 0.07746478873239436
25 24 239 264 116 140 123 124 0 2 48.54 53.03 0.2672413793103448 0.10984848484848485
26 25 109 123 31 42 78 81 0 1 28.44 34.15 0.1935483870967742 0.11382113821138211
27 26 126 141 43 50 83 91 0 1 34.13 35.46 0.11627906976744186 0.0851063829787234
28 27 126 128 42 45 84 83 0 1 33.33 35.16 0.11904761904761904 0.0703125
29 28 2800 564 2564 390 236 174 0 21 5 91.57 69.15 0.25585023400936036 0.16666666666666666
30 29 115 133 36 47 79 86 0 1 31.3 35.34 0.25 0.06015037593984962
31 30 250 125 122 45 128 80 0 2 1 48.8 36.0 0.26229508196721313 0.096
32 31 246 115 122 31 124 84 0 2 1 49.59 26.96 0.2459016393442623 0.06956521739130435
33 32 128 468 45 308 83 160 0 1 4 35.16 65.81 0.2222222222222222 0.17094017094017094
34 33 3230 116 2989 37 241 79 0 25 1 92.54 31.9 0.2532619605219137 0.034482758620689655
35 34 251 498 127 335 124 163 0 2 4 50.6 67.27 0.2677165354330709 0.18072289156626506
36 35 139 132 37 39 102 93 0 1 26.62 29.55 0.3783783783783784 0.09848484848484848
37 36 416 100 260 29 156 71 0 3 1 62.5 29.0 0.3 0.07
38 37 131 149 49 52 82 97 0 1 37.4 34.9 0.32653061224489793 0.10067114093959731
39 38 109 355 39 208 70 147 0 1 3 35.78 58.59 0.15384615384615385 0.16338028169014085
40 39 391 962 240 766 151 196 0 3 8 61.38 79.63 0.30833333333333335 0.2047817047817048
41 40 122 128 40 47 82 81 0 1 32.79 36.72 0.15 0.109375
42 41 141 474 46 306 95 168 0 1 4 32.62 64.56 0.15217391304347827 0.16666666666666666
43 42 135 495 46 328 89 167 0 1 4 34.07 66.26 0.1956521739130435 0.17777777777777778
44 43 401 213 248 99 153 114 0 3 2 61.85 46.48 0.2056451612903226 0.08450704225352113
45 44 1042 112 838 32 204 80 0 8 1 80.42 28.57 0.2637231503579952 0.07142857142857142
46 45 139 129 45 41 94 88 0 1 32.37 31.78 0.35555555555555557 0.05426356589147287
47 46 131 133 40 45 91 88 0 1 30.53 33.83 0.2 0.07518796992481203
48 47 130 1262 44 1055 86 207 0 1 10 33.85 83.6 0.3409090909090909 0.16085578446909668
49 48 114 136 36 52 78 84 0 1 31.58 38.24 0.19444444444444445 0.10294117647058823
50 49 422 141 259 59 163 82 0 3 1 61.37 41.84 0.30115830115830117 0.10638297872340426
51 50 111 119 32 41 79 78 0 1 28.83 34.45 0.25 0.07563025210084033
52 51 1275 599 1064 420 211 179 0 10 5 83.45 70.12 0.2640977443609023 0.17696160267111852
53 52 267 1106 136 902 131 204 0 2 9 50.94 81.56 0.3014705882352941 0.20253164556962025
54 53 124 121 38 35 86 0 1 30.65 28.93 0.23684210526315788 0.05785123966942149
55 54 136 131 45 39 91 92 0 1 33.09 29.77 0.15555555555555556 0.061068702290076333
56 55 130 124 46 42 84 82 0 1 35.38 33.87 0.2391304347826087 0.12903225806451613
57 56 394 130 235 48 159 82 0 3 1 59.64 36.92 0.31063829787234043 0.06923076923076923
58 57 120 124 44 40 76 84 0 1 36.67 32.26 0.29545454545454547 0.08870967741935484
59 58 263 2118 129 1897 134 221 0 2 17 49.05 89.57 0.2868217054263566 0.23937677053824363
60 59 108 205 34 95 74 110 0 1 2 31.48 46.34 0.17647058823529413 0.1024390243902439
61 60 129 137 42 47 87 90 0 1 32.56 34.31 0.2619047619047619 0.072992700729927
62 61 251 3216 123 2986 128 230 0 2 26 49.0 92.85 0.21138211382113822 0.23227611940298507
63 62 290 138 153 48 137 90 0 2 1 52.76 34.78 0.29411764705882354 0.07971014492753623
64 63 138 117 51 36 87 81 0 1 36.96 30.77 0.19607843137254902 0.11965811965811966
65 64 149 264 54 134 95 130 0 1 2 36.24 50.76 0.16666666666666666 0.10227272727272728
66 65 275 139 142 52 133 87 0 2 1 51.64 37.41 0.3028169014084507 0.07913669064748201
67 66 127 1248 44 1045 83 203 0 1 10 34.65 83.73 0.22727272727272727 0.20993589743589744
68 67 124 146 41 52 83 94 0 1 33.06 35.62 0.21951219512195122 0.15753424657534246
69 68 1432 8414 1215 8173 217 241 0 11 69 84.85 97.14 0.22551440329218106 0.24007606370335155
70 69 139 116 47 36 92 80 0 1 33.81 31.03 0.3191489361702128 0.11206896551724138
71 70 136 120 43 38 93 82 0 1 31.62 31.67 0.3023255813953488 0.08333333333333333
72 71 122 244 41 127 81 117 0 1 2 33.61 52.05 0.2682926829268293 0.0942622950819672
73 72 131 117 42 35 89 82 0 1 32.06 29.91 0.38095238095238093 0.08547008547008547
74 73 238 131 111 44 127 87 0 2 1 46.64 33.59 0.2702702702702703 0.09923664122137404
75 74 133 142 47 48 86 94 0 1 35.34 33.8 0.3191489361702128 0.056338028169014086
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200
experiments/No_Refresh_0_5s_ttl/hit_age.csv
View File

@@ -1,101 +1,101 @@
obj_id,hit_rate,avg_age
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76 75 0.3096774193548387 0.5743440233236151 0.3125 0.3197969543147208
77 76 0.5238095238095238 0.496 0.25
78 77 0.4979757085020243 0.5059288537549407 0.23577235772357724 0.2265625
79 78 0.4777327935222672 0.6015228426395939 0.22033898305084745 0.25316455696202533
80 79 0.2868217054263566 0.8848167539267016 0.13513513513513514 0.25443786982248523
81 80 0.516 0.2833333333333333 0.24806201550387597 0.11764705882352941
82 81 0.2743362831858407 0.34710743801652894 0.3225806451612903 0.2619047619047619
83 82 0.33620689655172414 0.7187017001545595 0.20512820512820512 0.23655913978494625
84 83 0.5060240963855421 0.5080645161290323 0.21428571428571427 0.2698412698412698
85 84 0.2661290322580645 0.3541666666666667 0.21212121212121213 0.35294117647058826
86 85 0.8735376044568245 0.2962962962962963 0.22130102040816327 0.125
87 86 0.2773109243697479 0.44549763033175355 0.18181818181818182 0.19148936170212766
88 87 0.3841059602649007 0.3656716417910448 0.22413793103448276 0.22448979591836735
89 88 0.3825503355704698 0.47767857142857145 0.2631578947368421 0.2897196261682243
90 89 0.352112676056338 0.362962962962963 0.18 0.2857142857142857
91 90 0.31851851851851853 0.28225806451612906 0.3023255813953488 0.2571428571428571
92 91 0.3157894736842105 0.48333333333333334 0.35714285714285715 0.23275862068965517
93 92 0.7149606299212599 0.47161572052401746 0.2665198237885463 0.2037037037037037
94 93 0.36764705882352944 0.6132315521628499 0.12 0.22821576763485477
95 94 0.31932773109243695 0.296 0.39473684210526316 0.10810810810810811
96 95 0.6057692307692307 0.5447470817120622 0.25 0.16428571428571428
97 96 0.32456140350877194 0.3381294964028777 0.24324324324324326 0.2553191489361702
98 97 0.36363636363636365 0.3543307086614173 0.2916666666666667 0.1111111111111111
99 98 0.6214285714285714 0.9486675404106597 0.27586206896551724 0.24038682938061248
100 99 0.368 0.6701244813278008 0.2391304347826087 0.28173374613003094
101 100 0.5112781954887218 0.5220883534136547 0.27941176470588236 0.2230769230769231

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@@ -1,9 +1,9 @@
,hit_rate,avg_age
count,100.0,100.0
mean,0.43000571581399505,0.24700018485928918
std,0.16182665416469308,0.06618696527414235
min,0.22429906542056074,0.08333333333333333
25%,0.31932773109243695,0.20551592224979323
50%,0.3536148062463852,0.25
75%,0.506858896259194,0.2922794117647059
max,0.9253869969040248,0.43333333333333335
mean,0.45866953325531407,0.2405818161600988
std,0.18036841870823853,0.06072706326352597
min,0.26956521739130435,0.07317073170731707
25%,0.33524173027989823,0.20663919413919415
50%,0.3643173023770039,0.24190177638453503
75%,0.5339140431552882,0.26880022962112515
max,0.9713572617066794,0.4423076923076923
1 hit_rate avg_age
2 count 100.0 100.0
3 mean 0.43000571581399505 0.45866953325531407 0.24700018485928918 0.2405818161600988
4 std 0.16182665416469308 0.18036841870823853 0.06618696527414235 0.06072706326352597
5 min 0.22429906542056074 0.26956521739130435 0.08333333333333333 0.07317073170731707
6 25% 0.31932773109243695 0.33524173027989823 0.20551592224979323 0.20663919413919415
7 50% 0.3536148062463852 0.3643173023770039 0.25 0.24190177638453503
8 75% 0.506858896259194 0.5339140431552882 0.2922794117647059 0.26880022962112515
9 max 0.9253869969040248 0.9713572617066794 0.43333333333333335 0.4423076923076923