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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_1_0s_ttl/details.csv
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@@ -1,101 +1,101 @@
obj_id,access_count,hits,misses,mu,lambda,hit_rate,avg_age
1,127,68,59,0,1,53.54,0.2677165354330709
2,270,187,83,0,2,69.26,0.3148148148148148
3,392,296,96,0,3,75.51,0.36989795918367346
4,221,141,80,0,2,63.8,0.3438914027149321
5,138,72,66,0,1,52.17,0.2391304347826087
6,133,69,64,0,1,51.88,0.23308270676691728
7,361,265,96,0,3,73.41,0.34349030470914127
8,472,369,103,0,4,78.18,0.3983050847457627
9,248,160,88,0,2,64.52,0.29838709677419356
10,114,56,58,0,1,49.12,0.2719298245614035
11,364,271,93,0,3,74.45,0.3324175824175824
12,133,68,65,0,1,51.13,0.21052631578947367
13,115,52,63,0,1,45.22,0.21739130434782608
14,124,62,62,0,1,50.0,0.14516129032258066
15,277,188,89,0,2,67.87,0.33212996389891697
16,1576,1458,118,0,12,92.51,0.48286802030456855
17,121,58,63,0,1,47.93,0.30578512396694213
18,272,187,85,0,2,68.75,0.31985294117647056
19,137,71,66,0,1,51.82,0.24817518248175183
20,132,65,67,0,1,49.24,0.29545454545454547
21,129,63,66,0,1,48.84,0.29457364341085274
22,100,41,59,0,1,41.0,0.17
23,114,57,57,0,1,50.0,0.21929824561403508
24,138,66,72,0,1,47.83,0.18840579710144928
25,126,65,61,0,1,51.59,0.3333333333333333
26,134,69,65,0,1,51.49,0.2462686567164179
27,132,65,67,0,1,49.24,0.3181818181818182
28,144,76,68,0,1,52.78,0.2847222222222222
29,636,529,107,0,5,83.18,0.38522012578616355
30,136,71,65,0,1,52.21,0.23529411764705882
31,119,59,60,0,1,49.58,0.2857142857142857
32,118,53,65,0,1,44.92,0.2627118644067797
33,717,609,108,0,6,84.94,0.39748953974895396
34,118,57,61,0,1,48.31,0.2711864406779661
35,100,42,58,0,1,42.0,0.24
36,120,57,63,0,1,47.5,0.20833333333333334
37,135,68,67,0,1,50.37,0.26666666666666666
38,138,75,63,0,1,54.35,0.34057971014492755
39,132,71,61,0,1,53.79,0.21212121212121213
40,116,55,61,0,1,47.41,0.28448275862068967
41,479,378,101,0,4,78.91,0.42379958246346555
42,387,292,95,0,3,75.45,0.35658914728682173
43,122,60,62,0,1,49.18,0.2540983606557377
44,255,172,83,0,2,67.45,0.36470588235294116
45,246,163,83,0,2,66.26,0.3780487804878049
46,917,807,110,0,7,88.0,0.42748091603053434
47,128,65,63,0,1,50.78,0.2734375
48,816,705,111,0,6,86.4,0.4019607843137255
49,267,183,84,0,2,68.54,0.32209737827715357
50,145,79,66,0,1,54.48,0.2620689655172414
51,347,251,96,0,3,72.33,0.345821325648415
52,912,800,112,0,7,87.72,0.3925438596491228
53,114,55,59,0,1,48.25,0.2631578947368421
54,263,178,85,0,2,67.68,0.376425855513308
55,273,188,85,0,2,68.86,0.3772893772893773
56,271,188,83,0,2,69.37,0.33210332103321033
57,2326,2205,121,0,18,94.8,0.4484092863284609
58,122,56,66,0,1,45.9,0.26229508196721313
59,129,67,62,0,1,51.94,0.2713178294573643
60,134,65,69,0,1,48.51,0.22388059701492538
61,2557,2436,121,0,20,95.27,0.409464215877982
62,137,76,61,0,1,55.47,0.27007299270072993
63,665,559,106,0,5,84.06,0.40601503759398494
64,1412,1295,117,0,11,91.71,0.42209631728045327
65,904,793,111,0,7,87.72,0.42367256637168144
66,220,138,82,0,2,62.73,0.33181818181818185
67,135,72,63,0,1,53.33,0.37777777777777777
68,138,72,66,0,1,52.17,0.21014492753623187
69,392,295,97,0,3,75.26,0.32653061224489793
70,120,64,56,0,1,53.33,0.25
71,488,387,101,0,4,79.3,0.3790983606557377
72,230,148,82,0,2,64.35,0.3782608695652174
73,237,148,89,0,2,62.45,0.3206751054852321
74,123,61,62,0,1,49.59,0.23577235772357724
75,127,69,58,0,1,54.33,0.2755905511811024
76,133,66,67,0,1,49.62,0.2781954887218045
77,1138,1024,114,0,9,89.98,0.4305799648506151
78,3671,3548,123,0,29,96.65,0.4652683192590575
79,128,59,69,0,1,46.09,0.1171875
80,114,51,63,0,1,44.74,0.2719298245614035
81,133,68,65,0,1,51.13,0.21052631578947367
82,246,161,85,0,2,65.45,0.32113821138211385
83,121,57,64,0,1,47.11,0.256198347107438
84,234,153,81,0,2,65.38,0.29914529914529914
85,386,289,97,0,3,74.87,0.35751295336787564
86,257,170,87,0,2,66.15,0.35019455252918286
87,132,61,71,0,1,46.21,0.23484848484848486
88,118,53,65,0,1,44.92,0.11864406779661017
89,630,521,109,0,5,82.7,0.4523809523809524
90,131,67,64,0,1,51.15,0.20610687022900764
91,544,443,101,0,4,81.43,0.40808823529411764
92,274,188,86,0,2,68.61,0.3357664233576642
93,141,76,65,0,1,53.9,0.2907801418439716
94,257,170,87,0,2,66.15,0.377431906614786
95,1002,889,113,0,8,88.72,0.4550898203592814
96,137,67,70,0,1,48.91,0.24087591240875914
97,378,280,98,0,3,74.07,0.3492063492063492
98,133,67,66,0,1,50.38,0.2631578947368421
99,115,55,60,0,1,47.83,0.23478260869565218
100,141,72,69,0,1,51.06,0.2127659574468085
1,8497,7552,945,0,8,88.88,0.4606331646463458
2,1059,533,526,0,1,50.33,0.24834749763928235
3,1114,579,535,0,1,51.97,0.2585278276481149
4,3208,2416,792,0,3,75.31,0.38154613466334164
5,1085,547,538,0,1,50.41,0.24792626728110598
6,72758,71706,1052,0,68,98.55,0.4781329888122268
7,5291,4397,894,0,5,83.1,0.4379134379134379
8,2045,1354,691,0,2,66.21,0.3212713936430318
9,1078,544,534,0,1,50.46,0.23840445269016697
10,1068,541,527,0,1,50.66,0.25842696629213485
11,1096,551,545,0,1,50.27,0.2527372262773723
12,6409,5485,924,0,6,85.58,0.44874395381494775
13,1052,528,524,0,1,50.19,0.2461977186311787
14,1047,521,526,0,1,49.76,0.25501432664756446
15,1067,534,533,0,1,50.05,0.24461105904404873
16,1004,488,516,0,1,48.61,0.2300796812749004
17,1034,511,523,0,1,49.42,0.26305609284332687
18,2189,1476,713,0,2,67.43,0.33805390589310186
19,1079,545,534,0,1,50.51,0.25301204819277107
20,3251,2439,812,0,3,75.02,0.3888034450938173
21,1035,504,531,0,1,48.7,0.24154589371980675
22,106777,105720,1057,0,100,99.01,0.4812178652706107
23,1052,524,528,0,1,49.81,0.2623574144486692
24,1093,556,537,0,1,50.87,0.25434583714547115
25,1091,550,541,0,1,50.41,0.24289642529789185
26,2158,1444,714,0,2,66.91,0.34615384615384615
27,1115,570,545,0,1,51.12,0.273542600896861
28,1026,496,530,0,1,48.34,0.23391812865497075
29,1148,601,547,0,1,52.35,0.25435540069686413
30,1051,518,533,0,1,49.29,0.2445290199809705
31,4276,3424,852,0,4,80.07,0.3931244153414406
32,1082,549,533,0,1,50.74,0.2587800369685767
33,1047,520,527,0,1,49.67,0.25501432664756446
34,1070,542,528,0,1,50.65,0.25794392523364484
35,2102,1394,708,0,2,66.32,0.33206470028544244
36,3123,2337,786,0,3,74.83,0.3682356708293308
37,1086,544,542,0,1,50.09,0.2605893186003683
38,16017,15016,1001,0,15,93.75,0.4535181369794593
39,14803,13809,994,0,14,93.29,0.47882186043369585
40,1097,551,546,0,1,50.23,0.26071103008204194
41,9511,8550,961,0,9,89.9,0.43843970139838084
42,2122,1407,715,0,2,66.31,0.33176248821866167
43,1032,512,520,0,1,49.61,0.2315891472868217
44,1072,530,542,0,1,49.44,0.23507462686567165
45,2067,1361,706,0,2,65.84,0.3217223028543783
46,4131,3282,849,0,4,79.45,0.3793270394577584
47,1018,503,515,0,1,49.41,0.2475442043222004
48,2107,1400,707,0,2,66.45,0.34219269102990035
49,2089,1375,714,0,2,65.82,0.32168501675442795
50,3203,2404,799,0,3,75.05,0.3999375585388698
51,8539,7589,950,0,8,88.87,0.43506265370652303
52,1011,490,521,0,1,48.47,0.24727992087042533
53,2127,1426,701,0,2,67.04,0.31969910672308416
54,1117,580,537,0,1,51.92,0.2739480752014324
55,1018,494,524,0,1,48.53,0.2593320235756385
56,1031,498,533,0,1,48.3,0.25897187196896215
57,3214,2411,803,0,3,75.02,0.3690105787181083
58,2074,1369,705,0,2,66.01,0.32690453230472516
59,1093,557,536,0,1,50.96,0.2808783165599268
60,1110,568,542,0,1,51.17,0.2702702702702703
61,3122,2330,792,0,3,74.63,0.35490070467648943
62,1020,500,520,0,1,49.02,0.2519607843137255
63,1128,572,556,0,1,50.71,0.26773049645390073
64,1065,524,541,0,1,49.2,0.2300469483568075
65,1090,557,533,0,1,51.1,0.25871559633027524
66,1050,522,528,0,1,49.71,0.24666666666666667
67,1036,520,516,0,1,50.19,0.2528957528957529
68,1109,569,540,0,1,51.31,0.27051397655545534
69,2172,1451,721,0,2,66.8,0.3287292817679558
70,1056,521,535,0,1,49.34,0.2547348484848485
71,2040,1334,706,0,2,65.39,0.3137254901960784
72,3181,2376,805,0,3,74.69,0.37346746306193024
73,4293,3429,864,0,4,79.87,0.3908688562776613
74,1058,526,532,0,1,49.72,0.2637051039697543
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76,1000,483,517,0,1,48.3,0.259
77,1089,549,540,0,1,50.41,0.2433425160697888
78,82735,81681,1054,0,78,98.73,0.48756874357889646
79,1065,539,526,0,1,50.61,0.2403755868544601
80,3172,2376,796,0,3,74.91,0.38871374527112235
81,1089,541,548,0,1,49.68,0.2460973370064279
82,2086,1388,698,0,2,66.54,0.32358581016299137
83,1132,598,534,0,1,52.83,0.2570671378091873
84,1097,550,547,0,1,50.14,0.2515952597994531
85,27763,26736,1027,0,26,96.3,0.4707704498793358
86,1093,549,544,0,1,50.23,0.23787740164684354
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89,1083,552,531,0,1,50.97,0.25577100646352724
90,1096,563,533,0,1,51.37,0.2518248175182482
91,1066,529,537,0,1,49.62,0.2298311444652908
92,1051,521,530,0,1,49.57,0.263558515699334
93,3116,2324,792,0,3,74.58,0.3796534017971759
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96,1080,542,538,0,1,50.19,0.25092592592592594
97,1059,530,529,0,1,50.05,0.23418319169027385
98,1049,516,533,0,1,49.19,0.25738798856053385
99,2158,1438,720,0,2,66.64,0.33086190917516217
100,4233,3382,851,0,4,79.9,0.40184266477675407
1 obj_id access_count hits misses mu lambda hit_rate avg_age
2 1 127 8497 68 7552 59 945 0 1 8 53.54 88.88 0.2677165354330709 0.4606331646463458
3 2 270 1059 187 533 83 526 0 2 1 69.26 50.33 0.3148148148148148 0.24834749763928235
4 3 392 1114 296 579 96 535 0 3 1 75.51 51.97 0.36989795918367346 0.2585278276481149
5 4 221 3208 141 2416 80 792 0 2 3 63.8 75.31 0.3438914027149321 0.38154613466334164
6 5 138 1085 72 547 66 538 0 1 52.17 50.41 0.2391304347826087 0.24792626728110598
7 6 133 72758 69 71706 64 1052 0 1 68 51.88 98.55 0.23308270676691728 0.4781329888122268
8 7 361 5291 265 4397 96 894 0 3 5 73.41 83.1 0.34349030470914127 0.4379134379134379
9 8 472 2045 369 1354 103 691 0 4 2 78.18 66.21 0.3983050847457627 0.3212713936430318
10 9 248 1078 160 544 88 534 0 2 1 64.52 50.46 0.29838709677419356 0.23840445269016697
11 10 114 1068 56 541 58 527 0 1 49.12 50.66 0.2719298245614035 0.25842696629213485
12 11 364 1096 271 551 93 545 0 3 1 74.45 50.27 0.3324175824175824 0.2527372262773723
13 12 133 6409 68 5485 65 924 0 1 6 51.13 85.58 0.21052631578947367 0.44874395381494775
14 13 115 1052 52 528 63 524 0 1 45.22 50.19 0.21739130434782608 0.2461977186311787
15 14 124 1047 62 521 62 526 0 1 50.0 49.76 0.14516129032258066 0.25501432664756446
16 15 277 1067 188 534 89 533 0 2 1 67.87 50.05 0.33212996389891697 0.24461105904404873
17 16 1576 1004 1458 488 118 516 0 12 1 92.51 48.61 0.48286802030456855 0.2300796812749004
18 17 121 1034 58 511 63 523 0 1 47.93 49.42 0.30578512396694213 0.26305609284332687
19 18 272 2189 187 1476 85 713 0 2 68.75 67.43 0.31985294117647056 0.33805390589310186
20 19 137 1079 71 545 66 534 0 1 51.82 50.51 0.24817518248175183 0.25301204819277107
21 20 132 3251 65 2439 67 812 0 1 3 49.24 75.02 0.29545454545454547 0.3888034450938173
22 21 129 1035 63 504 66 531 0 1 48.84 48.7 0.29457364341085274 0.24154589371980675
23 22 100 106777 41 105720 59 1057 0 1 100 41.0 99.01 0.17 0.4812178652706107
24 23 114 1052 57 524 57 528 0 1 50.0 49.81 0.21929824561403508 0.2623574144486692
25 24 138 1093 66 556 72 537 0 1 47.83 50.87 0.18840579710144928 0.25434583714547115
26 25 126 1091 65 550 61 541 0 1 51.59 50.41 0.3333333333333333 0.24289642529789185
27 26 134 2158 69 1444 65 714 0 1 2 51.49 66.91 0.2462686567164179 0.34615384615384615
28 27 132 1115 65 570 67 545 0 1 49.24 51.12 0.3181818181818182 0.273542600896861
29 28 144 1026 76 496 68 530 0 1 52.78 48.34 0.2847222222222222 0.23391812865497075
30 29 636 1148 529 601 107 547 0 5 1 83.18 52.35 0.38522012578616355 0.25435540069686413
31 30 136 1051 71 518 65 533 0 1 52.21 49.29 0.23529411764705882 0.2445290199809705
32 31 119 4276 59 3424 60 852 0 1 4 49.58 80.07 0.2857142857142857 0.3931244153414406
33 32 118 1082 53 549 65 533 0 1 44.92 50.74 0.2627118644067797 0.2587800369685767
34 33 717 1047 609 520 108 527 0 6 1 84.94 49.67 0.39748953974895396 0.25501432664756446
35 34 118 1070 57 542 61 528 0 1 48.31 50.65 0.2711864406779661 0.25794392523364484
36 35 100 2102 42 1394 58 708 0 1 2 42.0 66.32 0.24 0.33206470028544244
37 36 120 3123 57 2337 63 786 0 1 3 47.5 74.83 0.20833333333333334 0.3682356708293308
38 37 135 1086 68 544 67 542 0 1 50.37 50.09 0.26666666666666666 0.2605893186003683
39 38 138 16017 75 15016 63 1001 0 1 15 54.35 93.75 0.34057971014492755 0.4535181369794593
40 39 132 14803 71 13809 61 994 0 1 14 53.79 93.29 0.21212121212121213 0.47882186043369585
41 40 116 1097 55 551 61 546 0 1 47.41 50.23 0.28448275862068967 0.26071103008204194
42 41 479 9511 378 8550 101 961 0 4 9 78.91 89.9 0.42379958246346555 0.43843970139838084
43 42 387 2122 292 1407 95 715 0 3 2 75.45 66.31 0.35658914728682173 0.33176248821866167
44 43 122 1032 60 512 62 520 0 1 49.18 49.61 0.2540983606557377 0.2315891472868217
45 44 255 1072 172 530 83 542 0 2 1 67.45 49.44 0.36470588235294116 0.23507462686567165
46 45 246 2067 163 1361 83 706 0 2 66.26 65.84 0.3780487804878049 0.3217223028543783
47 46 917 4131 807 3282 110 849 0 7 4 88.0 79.45 0.42748091603053434 0.3793270394577584
48 47 128 1018 65 503 63 515 0 1 50.78 49.41 0.2734375 0.2475442043222004
49 48 816 2107 705 1400 111 707 0 6 2 86.4 66.45 0.4019607843137255 0.34219269102990035
50 49 267 2089 183 1375 84 714 0 2 68.54 65.82 0.32209737827715357 0.32168501675442795
51 50 145 3203 79 2404 66 799 0 1 3 54.48 75.05 0.2620689655172414 0.3999375585388698
52 51 347 8539 251 7589 96 950 0 3 8 72.33 88.87 0.345821325648415 0.43506265370652303
53 52 912 1011 800 490 112 521 0 7 1 87.72 48.47 0.3925438596491228 0.24727992087042533
54 53 114 2127 55 1426 59 701 0 1 2 48.25 67.04 0.2631578947368421 0.31969910672308416
55 54 263 1117 178 580 85 537 0 2 1 67.68 51.92 0.376425855513308 0.2739480752014324
56 55 273 1018 188 494 85 524 0 2 1 68.86 48.53 0.3772893772893773 0.2593320235756385
57 56 271 1031 188 498 83 533 0 2 1 69.37 48.3 0.33210332103321033 0.25897187196896215
58 57 2326 3214 2205 2411 121 803 0 18 3 94.8 75.02 0.4484092863284609 0.3690105787181083
59 58 122 2074 56 1369 66 705 0 1 2 45.9 66.01 0.26229508196721313 0.32690453230472516
60 59 129 1093 67 557 62 536 0 1 51.94 50.96 0.2713178294573643 0.2808783165599268
61 60 134 1110 65 568 69 542 0 1 48.51 51.17 0.22388059701492538 0.2702702702702703
62 61 2557 3122 2436 2330 121 792 0 20 3 95.27 74.63 0.409464215877982 0.35490070467648943
63 62 137 1020 76 500 61 520 0 1 55.47 49.02 0.27007299270072993 0.2519607843137255
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200
experiments/No_Refresh_1_0s_ttl/hit_age.csv
View File

@@ -1,101 +1,101 @@
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59 58 0.45901639344262296 0.6600771456123433 0.5714285714285714 0.4952520087655223
60 59 0.5193798449612403 0.5096065873741995 0.5223880597014925 0.5511669658886894
61 60 0.48507462686567165 0.5117117117117117 0.46153846153846156 0.528169014084507
62 61 0.95267892061009 0.7463164638052531 0.42980295566502463 0.4755364806866953
63 62 0.5547445255474452 0.49019607843137253 0.4868421052631579 0.514
64 63 0.8406015037593985 0.5070921985815603 0.48300536672629696 0.527972027972028
65 64 0.9171388101983002 0.492018779342723 0.46023166023166023 0.4675572519083969
66 65 0.8772123893805309 0.5110091743119266 0.48297604035308955 0.5062836624775583
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68 67 0.5333333333333333 0.5019305019305019 0.7083333333333334 0.5038461538461538
69 68 0.5217391304347826 0.5130748422001803 0.4027777777777778 0.5272407732864675
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72 71 0.7930327868852459 0.653921568627451 0.4780361757105943 0.47976011994003
73 72 0.6434782608695652 0.7469349261238605 0.5878378378378378 0.5
74 73 0.6244725738396625 0.7987421383647799 0.5135135135135135 0.489355497229513
75 74 0.4959349593495935 0.497164461247637 0.47540983606557374 0.5304182509505704
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82 81 0.5112781954887218 0.4967860422405877 0.4117647058823529 0.4953789279112754
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84 83 0.47107438016528924 0.5282685512367491 0.543859649122807 0.4866220735785953
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86 85 0.7487046632124352 0.9630083204264669 0.47750865051903113 0.48885397965290245
87 86 0.6614785992217899 0.5022872827081427 0.5294117647058824 0.47358834244080145
88 87 0.4621212121212121 0.5139925373134329 0.5081967213114754 0.4863883847549909
89 88 0.4491525423728814 0.8588938256473112 0.2641509433962264 0.49714591509097394
90 89 0.8269841269841269 0.5096952908587258 0.5470249520153551 0.5018115942028986
91 90 0.5114503816793893 0.5136861313868614 0.40298507462686567 0.49023090586145646
92 91 0.8143382352941176 0.49624765478424016 0.5011286681715575 0.46313799621928164
93 92 0.6861313868613139 0.49571836346336823 0.48936170212765956 0.5316698656429942
94 93 0.5390070921985816 0.7458279845956355 0.5394736842105263 0.5090361445783133
95 94 0.6614785992217899 0.4891611687087653 0.5705882352941176 0.5144508670520231
96 95 0.8872255489021956 0.5032437442075997 0.5129358830146231 0.5395948434622467
97 96 0.48905109489051096 0.5018518518518519 0.4925373134328358 0.5
98 97 0.7407407407407407 0.5004721435316336 0.4714285714285714 0.4679245283018868
99 98 0.5037593984962406 0.4918970448045758 0.5223880597014925 0.5232558139534884
100 99 0.4782608695652174 0.6663577386468953 0.4909090909090909 0.4965229485396384
101 100 0.5106382978723404 0.7989605480746516 0.4166666666666667 0.502956830277942

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@@ -1,9 +1,9 @@
,hit_rate,avg_age
count,100.0,100.0
mean,0.619673736493892,0.4976340127164911
std,0.15169157416583476,0.07281557921922656
min,0.41,0.2542372881355932
25%,0.4959007993441279,0.46297849716446127
50%,0.5411570894063774,0.48810190369540873
75%,0.7357392018056838,0.5397796817625459
max,0.9664941432852084,0.7083333333333334
mean,0.6106589394405821,0.5015452422120209
std,0.15132826274882488,0.019318631378919444
min,0.483,0.46313799621928164
25%,0.4998761674999377,0.48838831096845714
50%,0.5103522325853262,0.5
75%,0.7459501043980399,0.5153286948176583
max,0.9901008644183672,0.5511669658886894
1 hit_rate avg_age
2 count 100.0 100.0
3 mean 0.619673736493892 0.6106589394405821 0.4976340127164911 0.5015452422120209
4 std 0.15169157416583476 0.15132826274882488 0.07281557921922656 0.019318631378919444
5 min 0.41 0.483 0.2542372881355932 0.46313799621928164
6 25% 0.4959007993441279 0.4998761674999377 0.46297849716446127 0.48838831096845714
7 50% 0.5411570894063774 0.5103522325853262 0.48810190369540873 0.5
8 75% 0.7357392018056838 0.7459501043980399 0.5397796817625459 0.5153286948176583
9 max 0.9664941432852084 0.9901008644183672 0.7083333333333334 0.5511669658886894