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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_2_0s_ttl/details.csv
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@@ -1,101 +1,101 @@
obj_id,access_count,hits,misses,mu,lambda,hit_rate,avg_age
1,591,535,56,0,5,90.52,0.9560067681895094
2,244,197,47,0,2,80.74,0.7704918032786885
3,361,307,54,0,3,85.04,0.9362880886426593
4,736,679,57,0,6,92.26,0.938858695652174
5,100,62,38,0,1,62.0,0.61
6,628,571,57,0,5,90.92,0.8949044585987261
7,123,85,38,0,1,69.11,0.7398373983739838
8,128,83,45,0,1,64.84,0.5625
9,1379,1320,59,0,11,95.72,0.9564902102973168
10,1003,945,58,0,8,94.22,1.0259222333000997
11,122,78,44,0,1,63.93,0.639344262295082
12,117,75,42,0,1,64.1,0.6239316239316239
13,148,106,42,0,1,71.62,0.7364864864864865
14,108,70,38,0,1,64.81,0.7407407407407407
15,257,209,48,0,2,81.32,0.7665369649805448
16,106,67,39,0,1,63.21,0.5754716981132075
17,507,452,55,0,4,89.15,0.8086785009861933
18,128,87,41,0,1,67.97,0.71875
19,518,464,54,0,4,89.58,0.8378378378378378
20,112,72,40,0,1,64.29,0.625
21,137,96,41,0,1,70.07,0.7591240875912408
22,899,841,58,0,7,93.55,0.9365962180200222
23,2525,2465,60,0,20,97.62,0.9275247524752476
24,113,75,38,0,1,66.37,0.6902654867256637
25,375,322,53,0,3,85.87,0.904
26,129,88,41,0,1,68.22,0.7364341085271318
27,123,84,39,0,1,68.29,0.6097560975609756
28,1328,1270,58,0,11,95.63,1.0135542168674698
29,1062,1004,58,0,9,94.54,0.8907721280602636
30,124,83,41,0,1,66.94,0.6693548387096774
31,249,200,49,0,2,80.32,0.8353413654618473
32,250,201,49,0,2,80.4,0.76
33,602,546,56,0,5,90.7,0.9069767441860465
34,120,80,40,0,1,66.67,0.6666666666666666
35,124,86,38,0,1,69.35,0.8387096774193549
36,117,73,44,0,1,62.39,0.6153846153846154
37,134,92,42,0,1,68.66,0.6492537313432836
38,250,200,50,0,2,80.0,0.76
39,121,78,43,0,1,64.46,0.6694214876033058
40,128,82,46,0,1,64.06,0.78125
41,103,63,40,0,1,61.17,0.5922330097087378
42,570,514,56,0,4,90.18,0.8175438596491228
43,375,322,53,0,3,85.87,0.9173333333333333
44,119,82,37,0,1,68.91,0.7142857142857143
45,115,76,39,0,1,66.09,0.6434782608695652
46,254,206,48,0,2,81.1,0.8385826771653543
47,243,191,52,0,2,78.6,0.7818930041152263
48,107,68,39,0,1,63.55,0.616822429906542
49,131,88,43,0,1,67.18,0.6870229007633588
50,130,87,43,0,1,66.92,0.6076923076923076
51,259,209,50,0,2,80.69,0.7722007722007722
52,134,90,44,0,1,67.16,0.6716417910447762
53,112,68,44,0,1,60.71,0.5357142857142857
54,958,901,57,0,8,94.05,1.024008350730689
55,140,97,43,0,1,69.29,0.7142857142857143
56,2363,2303,60,0,19,97.46,0.9767245027507406
57,112,72,40,0,1,64.29,0.7142857142857143
58,108,67,41,0,1,62.04,0.6296296296296297
59,252,202,50,0,2,80.16,0.7976190476190477
60,2578,2518,60,0,22,97.67,0.951900698215671
61,279,227,52,0,2,81.36,0.7383512544802867
62,1070,1012,58,0,9,94.58,0.9271028037383178
63,485,430,55,0,4,88.66,0.8412371134020619
64,261,210,51,0,2,80.46,0.8467432950191571
65,262,214,48,0,2,81.68,0.7824427480916031
66,112,71,41,0,1,63.39,0.625
67,350,297,53,0,3,84.86,0.82
68,506,451,55,0,4,89.13,0.8695652173913043
69,258,209,49,0,2,81.01,0.7364341085271318
70,121,84,37,0,1,69.42,0.8181818181818182
71,1424,1365,59,0,12,95.86,0.9824438202247191
72,126,85,41,0,1,67.46,0.5793650793650794
73,137,94,43,0,1,68.61,0.6788321167883211
74,481,426,55,0,4,88.57,1.0395010395010396
75,116,77,39,0,1,66.38,0.75
76,111,70,41,0,1,63.06,0.6936936936936937
77,115,75,40,0,1,65.22,0.7217391304347827
78,489,435,54,0,4,88.96,0.9079754601226994
79,133,91,42,0,1,68.42,0.6616541353383458
80,133,89,44,0,1,66.92,0.7443609022556391
81,214,165,49,0,2,77.1,0.6495327102803738
82,345,291,54,0,3,84.35,0.8869565217391304
83,123,80,43,0,1,65.04,0.6910569105691057
84,125,81,44,0,1,64.8,0.656
85,129,89,40,0,1,68.99,0.6666666666666666
86,108,70,38,0,1,64.81,0.6018518518518519
87,121,78,43,0,1,64.46,0.7024793388429752
88,261,213,48,0,2,81.61,0.7739463601532567
89,363,310,53,0,3,85.4,0.8705234159779615
90,1132,1074,58,0,9,94.88,0.950530035335689
91,127,85,42,0,1,66.93,0.5905511811023622
92,114,77,37,0,1,67.54,0.6842105263157895
93,343,290,53,0,3,84.55,0.880466472303207
94,132,90,42,0,1,68.18,0.696969696969697
95,365,313,52,0,3,85.75,0.8821917808219178
96,257,208,49,0,2,80.93,0.7120622568093385
97,880,823,57,0,7,93.52,1.0261363636363636
98,6417,6356,61,0,52,99.05,0.8669160043634097
99,2246,2186,60,0,18,97.33,0.9541406945681211
100,110,73,37,0,1,66.36,0.5909090909090909
1,34341,33813,528,0,32,98.46,0.9879153198800268
2,1078,716,362,0,1,66.42,0.6781076066790352
3,5386,4900,486,0,5,90.98,0.8821017452655031
4,15013,14494,519,0,14,96.54,0.9555052288017052
5,1042,689,353,0,1,66.12,0.6180422264875239
6,3175,2719,456,0,3,85.64,0.8620472440944882
7,1046,693,353,0,1,66.25,0.6759082217973231
8,2109,1679,430,0,2,79.61,0.7652916073968705
9,3328,2863,465,0,3,86.03,0.8572716346153846
10,1105,752,353,0,1,68.05,0.6760180995475114
11,2158,1730,428,0,2,80.17,0.7873030583873958
12,1069,708,361,0,1,66.23,0.6557530402245089
13,1076,713,363,0,1,66.26,0.6756505576208178
14,1102,741,361,0,1,67.24,0.6542649727767695
15,1054,703,351,0,1,66.7,0.6764705882352942
16,1088,728,360,0,1,66.91,0.6387867647058824
17,1103,739,364,0,1,67.0,0.6772438803263826
18,1091,726,365,0,1,66.54,0.6269477543538039
19,1065,712,353,0,1,66.85,0.6835680751173709
20,1087,726,361,0,1,66.79,0.6669733210671573
21,1060,698,362,0,1,65.85,0.6679245283018868
22,4199,3722,477,0,4,88.64,0.8994998809240295
23,1096,735,361,0,1,67.06,0.666058394160584
24,1057,689,368,0,1,65.18,0.6811731315042573
25,1036,681,355,0,1,65.73,0.6766409266409267
26,4312,3833,479,0,4,88.89,0.8919294990723562
27,2200,1772,428,0,2,80.55,0.7895454545454546
28,1042,688,354,0,1,66.03,0.6746641074856046
29,1095,737,358,0,1,67.31,0.6940639269406392
30,2176,1742,434,0,2,80.06,0.7886029411764706
31,1000,654,346,0,1,65.4,0.63
32,1069,706,363,0,1,66.04,0.6950420954162769
33,1075,705,370,0,1,65.58,0.6827906976744186
34,1119,752,367,0,1,67.2,0.6586237712243074
35,1129,763,366,0,1,67.58,0.6634189548272807
36,1057,700,357,0,1,66.23,0.6357615894039735
37,2166,1731,435,0,2,79.92,0.8125577100646353
38,1089,735,354,0,1,67.49,0.657483930211203
39,11957,11444,513,0,11,95.71,0.9723174709375262
40,2166,1732,434,0,2,79.96,0.7488457987072945
41,1084,725,359,0,1,66.88,0.6595940959409594
42,2131,1703,428,0,2,79.92,0.8047864852182074
43,1085,721,364,0,1,66.45,0.6626728110599078
44,24442,23916,526,0,23,97.85,0.9847802962114394
45,2086,1660,426,0,2,79.58,0.7761265580057526
46,1067,709,358,0,1,66.45,0.669165885660731
47,1073,722,351,0,1,67.29,0.6551724137931034
48,1058,690,368,0,1,65.22,0.6351606805293005
49,2162,1731,431,0,2,80.06,0.803422756706753
50,1033,682,351,0,1,66.02,0.6427879961277831
51,1139,769,370,0,1,67.52,0.6935908691834943
52,1061,707,354,0,1,66.64,0.6833176248821866
53,1094,739,355,0,1,67.55,0.6983546617915904
54,1091,737,354,0,1,67.55,0.6727772685609532
55,4245,3765,480,0,4,88.69,0.8829210836277974
56,2059,1635,424,0,2,79.41,0.7931034482758621
57,1114,759,355,0,1,68.13,0.6651705565529623
58,1047,693,354,0,1,66.19,0.6838586437440306
59,1031,682,349,0,1,66.15,0.6576139670223085
60,3272,2813,459,0,3,85.97,0.8331295843520783
61,1131,774,357,0,1,68.44,0.695844385499558
62,1087,733,354,0,1,67.43,0.6614535418583257
63,1057,693,364,0,1,65.56,0.6281929990539262
64,1140,777,363,0,1,68.16,0.7096491228070175
65,1073,710,363,0,1,66.17,0.684995340167754
66,1149,789,360,0,1,68.67,0.6422976501305483
67,4365,3885,480,0,4,89.0,0.8923253150057274
68,18168,17646,522,0,17,97.13,0.9745706737120211
69,4226,3749,477,0,4,88.71,0.8556554661618552
70,1156,781,375,0,1,67.56,0.6868512110726643
71,2120,1693,427,0,2,79.86,0.7768867924528302
72,1090,728,362,0,1,66.79,0.7018348623853211
73,1078,712,366,0,1,66.05,0.6669758812615956
74,1078,714,364,0,1,66.23,0.7022263450834879
75,1105,748,357,0,1,67.69,0.6950226244343891
76,1072,725,347,0,1,67.63,0.6781716417910447
77,7483,6981,502,0,7,93.29,0.9204864359214219
78,1068,706,362,0,1,66.1,0.6657303370786517
79,1091,731,360,0,1,67.0,0.6324472960586618
80,1164,803,361,0,1,68.99,0.6872852233676976
81,1020,659,361,0,1,64.61,0.6568627450980392
82,1084,716,368,0,1,66.05,0.6392988929889298
83,2147,1719,428,0,2,80.07,0.8267349790405216
84,1061,705,356,0,1,66.45,0.6361922714420358
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93,1137,770,367,0,1,67.72,0.6693051890941073
94,1064,702,362,0,1,65.98,0.6663533834586466
95,213645,213109,536,0,199,99.75,0.9526878700648271
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98,1085,727,358,0,1,67.0,0.6700460829493088
99,1112,755,357,0,1,67.9,0.6924460431654677
100,1059,692,367,0,1,65.34,0.6553352219074599
1 obj_id access_count hits misses mu lambda hit_rate avg_age
2 1 591 34341 535 33813 56 528 0 5 32 90.52 98.46 0.9560067681895094 0.9879153198800268
3 2 244 1078 197 716 47 362 0 2 1 80.74 66.42 0.7704918032786885 0.6781076066790352
4 3 361 5386 307 4900 54 486 0 3 5 85.04 90.98 0.9362880886426593 0.8821017452655031
5 4 736 15013 679 14494 57 519 0 6 14 92.26 96.54 0.938858695652174 0.9555052288017052
6 5 100 1042 62 689 38 353 0 1 62.0 66.12 0.61 0.6180422264875239
7 6 628 3175 571 2719 57 456 0 5 3 90.92 85.64 0.8949044585987261 0.8620472440944882
8 7 123 1046 85 693 38 353 0 1 69.11 66.25 0.7398373983739838 0.6759082217973231
9 8 128 2109 83 1679 45 430 0 1 2 64.84 79.61 0.5625 0.7652916073968705
10 9 1379 3328 1320 2863 59 465 0 11 3 95.72 86.03 0.9564902102973168 0.8572716346153846
11 10 1003 1105 945 752 58 353 0 8 1 94.22 68.05 1.0259222333000997 0.6760180995475114
12 11 122 2158 78 1730 44 428 0 1 2 63.93 80.17 0.639344262295082 0.7873030583873958
13 12 117 1069 75 708 42 361 0 1 64.1 66.23 0.6239316239316239 0.6557530402245089
14 13 148 1076 106 713 42 363 0 1 71.62 66.26 0.7364864864864865 0.6756505576208178
15 14 108 1102 70 741 38 361 0 1 64.81 67.24 0.7407407407407407 0.6542649727767695
16 15 257 1054 209 703 48 351 0 2 1 81.32 66.7 0.7665369649805448 0.6764705882352942
17 16 106 1088 67 728 39 360 0 1 63.21 66.91 0.5754716981132075 0.6387867647058824
18 17 507 1103 452 739 55 364 0 4 1 89.15 67.0 0.8086785009861933 0.6772438803263826
19 18 128 1091 87 726 41 365 0 1 67.97 66.54 0.71875 0.6269477543538039
20 19 518 1065 464 712 54 353 0 4 1 89.58 66.85 0.8378378378378378 0.6835680751173709
21 20 112 1087 72 726 40 361 0 1 64.29 66.79 0.625 0.6669733210671573
22 21 137 1060 96 698 41 362 0 1 70.07 65.85 0.7591240875912408 0.6679245283018868
23 22 899 4199 841 3722 58 477 0 7 4 93.55 88.64 0.9365962180200222 0.8994998809240295
24 23 2525 1096 2465 735 60 361 0 20 1 97.62 67.06 0.9275247524752476 0.666058394160584
25 24 113 1057 75 689 38 368 0 1 66.37 65.18 0.6902654867256637 0.6811731315042573
26 25 375 1036 322 681 53 355 0 3 1 85.87 65.73 0.904 0.6766409266409267
27 26 129 4312 88 3833 41 479 0 1 4 68.22 88.89 0.7364341085271318 0.8919294990723562
28 27 123 2200 84 1772 39 428 0 1 2 68.29 80.55 0.6097560975609756 0.7895454545454546
29 28 1328 1042 1270 688 58 354 0 11 1 95.63 66.03 1.0135542168674698 0.6746641074856046
30 29 1062 1095 1004 737 58 358 0 9 1 94.54 67.31 0.8907721280602636 0.6940639269406392
31 30 124 2176 83 1742 41 434 0 1 2 66.94 80.06 0.6693548387096774 0.7886029411764706
32 31 249 1000 200 654 49 346 0 2 1 80.32 65.4 0.8353413654618473 0.63
33 32 250 1069 201 706 49 363 0 2 1 80.4 66.04 0.76 0.6950420954162769
34 33 602 1075 546 705 56 370 0 5 1 90.7 65.58 0.9069767441860465 0.6827906976744186
35 34 120 1119 80 752 40 367 0 1 66.67 67.2 0.6666666666666666 0.6586237712243074
36 35 124 1129 86 763 38 366 0 1 69.35 67.58 0.8387096774193549 0.6634189548272807
37 36 117 1057 73 700 44 357 0 1 62.39 66.23 0.6153846153846154 0.6357615894039735
38 37 134 2166 92 1731 42 435 0 1 2 68.66 79.92 0.6492537313432836 0.8125577100646353
39 38 250 1089 200 735 50 354 0 2 1 80.0 67.49 0.76 0.657483930211203
40 39 121 11957 78 11444 43 513 0 1 11 64.46 95.71 0.6694214876033058 0.9723174709375262
41 40 128 2166 82 1732 46 434 0 1 2 64.06 79.96 0.78125 0.7488457987072945
42 41 103 1084 63 725 40 359 0 1 61.17 66.88 0.5922330097087378 0.6595940959409594
43 42 570 2131 514 1703 56 428 0 4 2 90.18 79.92 0.8175438596491228 0.8047864852182074
44 43 375 1085 322 721 53 364 0 3 1 85.87 66.45 0.9173333333333333 0.6626728110599078
45 44 119 24442 82 23916 37 526 0 1 23 68.91 97.85 0.7142857142857143 0.9847802962114394
46 45 115 2086 76 1660 39 426 0 1 2 66.09 79.58 0.6434782608695652 0.7761265580057526
47 46 254 1067 206 709 48 358 0 2 1 81.1 66.45 0.8385826771653543 0.669165885660731
48 47 243 1073 191 722 52 351 0 2 1 78.6 67.29 0.7818930041152263 0.6551724137931034
49 48 107 1058 68 690 39 368 0 1 63.55 65.22 0.616822429906542 0.6351606805293005
50 49 131 2162 88 1731 43 431 0 1 2 67.18 80.06 0.6870229007633588 0.803422756706753
51 50 130 1033 87 682 43 351 0 1 66.92 66.02 0.6076923076923076 0.6427879961277831
52 51 259 1139 209 769 50 370 0 2 1 80.69 67.52 0.7722007722007722 0.6935908691834943
53 52 134 1061 90 707 44 354 0 1 67.16 66.64 0.6716417910447762 0.6833176248821866
54 53 112 1094 68 739 44 355 0 1 60.71 67.55 0.5357142857142857 0.6983546617915904
55 54 958 1091 901 737 57 354 0 8 1 94.05 67.55 1.024008350730689 0.6727772685609532
56 55 140 4245 97 3765 43 480 0 1 4 69.29 88.69 0.7142857142857143 0.8829210836277974
57 56 2363 2059 2303 1635 60 424 0 19 2 97.46 79.41 0.9767245027507406 0.7931034482758621
58 57 112 1114 72 759 40 355 0 1 64.29 68.13 0.7142857142857143 0.6651705565529623
59 58 108 1047 67 693 41 354 0 1 62.04 66.19 0.6296296296296297 0.6838586437440306
60 59 252 1031 202 682 50 349 0 2 1 80.16 66.15 0.7976190476190477 0.6576139670223085
61 60 2578 3272 2518 2813 60 459 0 22 3 97.67 85.97 0.951900698215671 0.8331295843520783
62 61 279 1131 227 774 52 357 0 2 1 81.36 68.44 0.7383512544802867 0.695844385499558
63 62 1070 1087 1012 733 58 354 0 9 1 94.58 67.43 0.9271028037383178 0.6614535418583257
64 63 485 1057 430 693 55 364 0 4 1 88.66 65.56 0.8412371134020619 0.6281929990539262
65 64 261 1140 210 777 51 363 0 2 1 80.46 68.16 0.8467432950191571 0.7096491228070175
66 65 262 1073 214 710 48 363 0 2 1 81.68 66.17 0.7824427480916031 0.684995340167754
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200
experiments/No_Refresh_2_0s_ttl/hit_age.csv
View File

@@ -1,101 +1,101 @@
obj_id,hit_rate,avg_age
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62 61 0.8136200716845878 0.6843501326259946 0.9074889867841409 1.016795865633075
63 62 0.9457943925233645 0.6743330266789328 0.9802371541501976 0.9809004092769441
64 63 0.8865979381443299 0.6556291390728477 0.9488372093023256 0.9581529581529582
65 64 0.8045977011494253 0.6815789473684211 1.0523809523809524 1.0411840411840412
66 65 0.816793893129771 0.6616961789375583 0.9579439252336449 1.0352112676056338
67 66 0.6339285714285714 0.6866840731070496 0.9859154929577465 0.935361216730038
68 67 0.8485714285714285 0.8900343642611683 0.9663299663299664 1.0025740025740026
69 68 0.8913043478260869 0.9712681638044914 0.975609756097561 1.0034002040122407
70 69 0.810077519379845 0.8871273071462376 0.9090909090909091 0.9645238730328087
71 70 0.6942148760330579 0.6756055363321799 1.1785714285714286 1.0166453265044815
72 71 0.9585674157303371 0.7985849056603773 1.0249084249084248 0.9728292971057295
73 72 0.6746031746031746 0.6678899082568808 0.8588235294117647 1.0508241758241759
74 73 0.6861313868613139 0.660482374768089 0.9893617021276596 1.0098314606741574
75 74 0.8856548856548857 0.6623376623376623 1.1737089201877935 1.0602240896358543
76 75 0.6637931034482759 0.676923076923077 1.12987012987013 1.0267379679144386
77 76 0.6306306306306306 0.6763059701492538 1.1 1.0027586206896553
78 77 0.6521739130434783 0.9329146064412669 1.1066666666666667 0.9866781263429308
79 78 0.8895705521472392 0.6610486891385767 1.0206896551724138 1.0070821529745042
80 79 0.6842105263157895 0.6700274977085243 0.967032967032967 0.9439124487004104
81 80 0.6691729323308271 0.6898625429553265 1.1123595505617978 0.9962640099626401
82 81 0.7710280373831776 0.6460784313725491 0.8424242424242424 1.0166919575113809
83 82 0.8434782608695652 0.6605166051660517 1.0515463917525774 0.9678770949720671
84 83 0.6504065040650406 0.8006520726595249 1.0625 1.0325770796974985
85 84 0.648 0.6644674835061263 1.0123456790123457 0.9574468085106383
86 85 0.689922480620155 0.674863387978142 0.9662921348314607 1.001349527665317
87 86 0.6481481481481481 0.6719038817005545 0.9285714285714286 1.0137551581843192
88 87 0.6446280991735537 0.6687898089171974 1.0897435897435896 1.0013605442176872
89 88 0.8160919540229885 0.6530028598665396 0.9483568075117371 1.0014598540145985
90 89 0.8539944903581267 0.7999064983637214 1.0193548387096774 0.9976621858562245
91 90 0.9487632508833922 0.6872822299651568 1.0018621973929236 0.9632446134347274
92 91 0.6692913385826772 0.6753130590339893 0.8823529411764706 0.9920529801324504
93 92 0.6754385964912281 0.6645220588235294 1.0129870129870129 1.0193637621023512
94 93 0.8454810495626822 0.6772207563764292 1.0413793103448277 0.9883116883116884
95 94 0.6818181818181818 0.6597744360902256 1.0222222222222221 1.0099715099715099
96 95 0.8575342465753425 0.9974911652507664 1.0287539936102237 0.9550840180377178
97 96 0.8093385214007782 0.8041666666666667 0.8798076923076923 0.9867587795048935
98 97 0.9352272727272727 0.7956273764258555 1.097205346294046 0.985663082437276
99 98 0.9904940003116721 0.6700460829493088 0.8752359974826935 1.0
100 99 0.9732858414959928 0.6789568345323741 0.9803293687099726 1.0198675496688743
101 100 0.6636363636363637 0.6534466477809254 0.8904109589041096 1.0028901734104045

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@@ -1,9 +1,9 @@
,hit_rate,avg_age
count,100.0,100.0
mean,0.769815289387402,1.0034930453709514
std,0.11953590678844736,0.07668973688754598
min,0.6071428571428571,0.8424242424242424
25%,0.66377403112603,0.953261395578711
50%,0.743622126799697,1.0
75%,0.8858906487772468,1.0517550319096711
max,0.9904940003116721,1.2195121951219512
mean,0.7277601169941756,0.9972298475197796
std,0.09830526281613299,0.027196423303013563
min,0.6460784313725491,0.9346879535558781
25%,0.6626105290467492,0.9791110398620806
50%,0.6745982073285375,0.999388379204893
75%,0.7991587383707855,1.0166569842562063
max,0.9974911652507664,1.0602240896358543
1 hit_rate avg_age
2 count 100.0 100.0
3 mean 0.769815289387402 0.7277601169941756 1.0034930453709514 0.9972298475197796
4 std 0.11953590678844736 0.09830526281613299 0.07668973688754598 0.027196423303013563
5 min 0.6071428571428571 0.6460784313725491 0.8424242424242424 0.9346879535558781
6 25% 0.66377403112603 0.6626105290467492 0.953261395578711 0.9791110398620806
7 50% 0.743622126799697 0.6745982073285375 1.0 0.999388379204893
8 75% 0.8858906487772468 0.7991587383707855 1.0517550319096711 1.0166569842562063
9 max 0.9904940003116721 0.9974911652507664 1.2195121951219512 1.0602240896358543