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feat(simulation): add expected age computation and enhance statistics reporting

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- Increased `ACCESS_COUNT_LIMIT` to extend simulation runtime.
- Introduced `expected_age` metric based on hit rates for additional insights.
- Calculated and exported `age_delta` for comparing average and expected ages.
- Improved data exports to include detailed metrics for analysis.

Signed-off-by: Tuan-Dat Tran <tuan-dat.tran@tudattr.dev>
This commit is contained in:
Tuan-Dat Tran
2024-11-29 14:42:52 +01:00
parent 6672608721
commit f32588340d
41 changed files with 13020 additions and 3361 deletions
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201
experiments/No_Refresh_0_5s_ttl/details.csv
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@@ -1,100 +1,101 @@
obj_id,access_count,hits,misses,mu,lambda,hit_rate,avg_age
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obj_id,access_count,hits,misses,mu,lambda,hit_rate,avg_age,expected_age,age_delta
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83,2121,1053,1068,0,2,0.49646393210749645,0.12965582272512965,0.12323821794181843,0.006417604783311229
84,1066,354,712,0,1,0.3320825515947467,0.09287054409005628,0.0551394105368388,0.03773113355321748
85,1034,322,712,0,1,0.3114119922630561,0.0725338491295938,0.04848871446262286,0.024045134666970946
86,2027,1005,1022,0,2,0.4958066107548101,0.11840157868771584,0.12291209763408588,-0.004510518946370043
87,1106,381,725,0,1,0.3444846292947559,0.08589511754068715,0.059334829910172686,0.02656028763051447
88,2056,997,1059,0,2,0.48492217898832685,0.13764591439688717,0.11757475983739345,0.020071154559493723
89,1058,340,718,0,1,0.32136105860113423,0.08034026465028356,0.05163646499262081,0.028703799657662746
90,1073,353,720,0,1,0.32898415657036345,0.06616961789375582,0.05411528763715671,0.012054330256599112
91,2087,1024,1063,0,2,0.490656444657403,0.12697652132247245,0.12037187334192158,0.006604647980550868
92,2048,1009,1039,0,2,0.49267578125,0.11279296875,0.12136471271514893,-0.008571743965148926
93,3171,1908,1263,0,3,0.6017029328287606,0.15641753390097762,0.18102320968736602,-0.024605675786388392
94,1000,308,692,0,1,0.308,0.072,0.047432,0.024567999999999993
95,2119,1083,1036,0,2,0.511090136857008,0.11420481359131666,0.13060656399625759,-0.01640175040494092
96,1026,353,673,0,1,0.34405458089668617,0.09064327485380116,0.05918677731799718,0.031456497535803984
97,1015,323,692,0,1,0.31822660098522165,0.07980295566502463,0.05063408478730374,0.02916887087772089
98,39278,37270,2008,0,37,0.9488772340750548,0.23626457558938846,0.4501840026729631,-0.21391942708357464
99,4158,2768,1390,0,4,0.6657046657046657,0.17412217412217412,0.22158135097048035,-0.04745917684830622
100,2084,1019,1065,0,2,0.48896353166986567,0.12092130518234165,0.11954266765153386,0.0013786375308077886
1 obj_id access_count hits misses mu lambda hit_rate avg_age expected_age age_delta
2 1 122 1060 41 347 81 713 0 1 0.6151832460732984 0.3273584905660377 0.15706806282722513 0.08679245283018867 0.053581790672837304 0.03321066215735137
3 2 382 3141 235 1878 147 1263 0 3 0.2992125984251969 0.5978987583572111 0.10236220472440945 0.14804202483285578 0.17874146262254734 -0.030699437789691558
4 3 127 1060 38 336 89 724 0 1 0.2920353982300885 0.3169811320754717 0.08849557522123894 0.09245283018867924 0.05023851904592381 0.04221431114275543
5 4 113 1053 33 360 80 693 0 1 0.4959016393442623 0.3418803418803419 0.11065573770491803 0.08072174738841406 0.058441084082109726 0.022280663306304335
6 5 244 2073 121 1033 123 1040 0 2 0.3448275862068966 0.4983116256632899 0.09482758620689655 0.1297636275928606 0.12415723813559539 0.005606389457265201
7 6 116 1063 40 357 76 706 0 1 0.7225609756097561 0.33584195672624645 0.16310975609756098 0.07714016933207903 0.05639490994885699 0.020745259383222033
8 7 656 5210 474 3700 182 1510 0 5 0.3046875 0.710172744721689 0.046875 0.16756238003838772 0.25217266367276864 -0.08461028363438092
9 8 128 1083 39 367 89 716 0 1 0.32456140350877194 0.33887349953831947 0.08771929824561403 0.08033240997229917 0.0574176243446737 0.022914785627625466
10 9 114 1070 37 360 77 710 0 1 0.28695652173913044 0.3364485981308411 0.06956521739130435 0.07570093457943926 0.056598829592104105 0.019102104987335153
11 10 115 1047 33 341 82 706 0 1 0.524390243902439 0.3256924546322827 0.09349593495934959 0.08118433619866285 0.053037787502200756 0.02814654869646209
12 11 246 2132 129 1070 117 1062 0 2 0.3787878787878788 0.50187617260788 0.08333333333333333 0.1299249530956848 0.12593984631576727 0.0039851067799175355
13 12 132 1090 50 390 82 700 0 1 0.3597122302158273 0.3577981651376147 0.08633093525179857 0.0908256880733945 0.0640097634879219 0.026815924585472606
14 13 139 1081 50 382 89 699 0 1 0.2916666666666667 0.35337650323774283 0.058333333333333334 0.09250693802035152 0.06243747652026724 0.030069461500084285
15 14 120 1029 35 328 85 701 0 1 0.5134099616858238 0.31875607385811466 0.13793103448275862 0.08843537414965986 0.050802717310719926 0.03763265683893994
16 15 261 2099 134 1040 127 1059 0 2 0.48444444444444446 0.49547403525488326 0.10666666666666667 0.12720343020485947 0.12274725980587865 0.004456170398980816
17 16 225 2130 109 1100 116 1030 0 2 0.325 0.5164319248826291 0.06666666666666667 0.12347417840375587 0.13335096651898876 -0.00987678811523289
18 17 120 1073 39 375 81 698 0 1 0.3333333333333333 0.3494874184529357 0.07692307692307693 0.08294501397949673 0.06107072782844868 0.02187428615104805
19 18 117 1051 39 352 78 699 0 1 0.5916666666666667 0.33491912464319695 0.10277777777777777 0.0960989533777355 0.056085410025882645 0.04001354335185285
20 19 360 3035 213 1795 147 1240 0 3 0.3418803418803419 0.5914332784184514 0.09401709401709402 0.1456342668863262 0.17489666141039872 -0.029262394524072532
21 20 117 1037 40 358 77 679 0 1 0.3582089552238806 0.3452266152362584 0.07462686567164178 0.09064609450337512 0.059590707933741806 0.03105538656963331
22 21 134 1069 48 360 86 709 0 1 0.3741496598639456 0.33676333021515437 0.12244897959183673 0.07015902712815715 0.05670477028880055 0.013454256839356603
23 22 147 1061 55 363 92 698 0 1 0.352112676056338 0.34213006597549483 0.07746478873239436 0.09707822808671066 0.05852649102219822 0.03855173706451243
24 23 142 1092 50 365 92 727 0 1 0.5303030303030303 0.3342490842490842 0.10984848484848485 0.08058608058608059 0.0558612251606757 0.02472485542540489
25 24 264 2163 140 1112 124 1051 0 2 0.34146341463414637 0.5141007859454462 0.11382113821138211 0.12528895053166897 0.13214980905486273 -0.0068608585231937635
26 25 123 1075 42 371 81 704 0 1 0.3546099290780142 0.34511627906976744 0.0851063829787234 0.08093023255813954 0.0595526230394808 0.02137760951865874
27 26 141 1061 50 369 91 692 0 1 0.3515625 0.3477851083883129 0.0703125 0.08294062205466542 0.060477240808335275 0.02246338124633014
28 27 128 1076 45 369 83 707 0 1 0.6914893617021277 0.3429368029739777 0.16666666666666666 0.08364312267657993 0.058802825417006405 0.024840297259573527
29 28 564 5197 390 3680 174 1517 0 5 0.3533834586466165 0.7081008274004233 0.06015037593984962 0.169905714835482 0.2507033908825821 -0.08079767604710009
30 29 133 1065 47 359 86 706 0 1 0.36 0.3370892018779343 0.096 0.07981220657276995 0.05681456501135137 0.022997641561418584
31 30 125 1033 45 343 80 690 0 1 0.26956521739130435 0.33204259438528555 0.06956521739130435 0.08422071636011616 0.055126142243055634 0.029094574117060526
32 31 115 1013 31 306 84 707 0 1 0.6581196581196581 0.3020730503455084 0.17094017094017094 0.07206317867719644 0.04562406387252003 0.026439114804676415
33 32 468 4160 308 2742 160 1418 0 4 0.31896551724137934 0.6591346153846154 0.034482758620689655 0.1596153846153846 0.21722922059911243 -0.057613835983727824
34 33 116 1072 37 353 79 719 0 1 0.6726907630522089 0.3292910447761194 0.18072289156626506 0.08675373134328358 0.05421629608487415 0.032537435258409436
35 34 498 4331 335 2901 163 1430 0 4 0.29545454545454547 0.6698222119602864 0.09848484848484848 0.17293927499422765 0.2243308978176854 -0.051391622823457744
36 35 132 1046 39 334 93 712 0 1 0.29 0.3193116634799235 0.07 0.07934990439770555 0.05097996921715796 0.02836993518054759
37 36 100 1050 29 348 71 702 0 1 0.348993288590604 0.3314285714285714 0.10067114093959731 0.08761904761904762 0.05492244897959183 0.032696598639455794
38 37 149 1120 52 393 97 727 0 1 0.5859154929577465 0.3508928571428571 0.16338028169014085 0.09642857142857143 0.06156289859693877 0.034865672831632666
39 38 355 3135 208 1867 147 1268 0 3 0.7962577962577962 0.5955342902711324 0.2047817047817048 0.1448165869218501 0.17733054544437066 -0.032513958522520564
40 39 962 8478 766 6794 196 1684 0 8 0.3671875 0.8013682472281198 0.109375 0.19992922859164897 0.3210955338327345 -0.12116630524108551
41 40 128 1031 47 345 81 686 0 1 0.6455696202531646 0.33462657613967023 0.16666666666666666 0.07953443258971872 0.05598747272947926 0.023546959860239462
42 41 474 4223 306 2808 168 1415 0 4 0.6626262626262627 0.6649301444470755 0.17777777777777778 0.14965664219748995 0.22106604849720438 -0.07140940629971443
43 42 495 4290 328 2887 167 1403 0 4 0.4647887323943662 0.6729603729603729 0.08450704225352113 0.1606060606060606 0.2264378317874821 -0.0658317711814215
44 43 213 2029 99 1024 114 1005 0 2 0.2857142857142857 0.5046821094135042 0.07142857142857142 0.12222769837358305 0.1273520157810321 -0.005124317407449064
45 44 112 1059 32 357 80 702 0 1 0.3178294573643411 0.3371104815864023 0.05426356589147287 0.07743153918791312 0.05682173839770804 0.020609800790205086
46 45 129 1074 41 359 88 715 0 1 0.3383458646616541 0.33426443202979517 0.07518796992481203 0.07728119180633147 0.055866355260100774 0.0214148365462307
47 46 133 1078 45 362 88 716 0 1 0.8359746434231379 0.3358070500927644 0.16085578446909668 0.07142857142857142 0.05638318744600219 0.015045383982569237
48 47 1262 10634 1055 8863 207 1771 0 10 0.38235294117647056 0.833458717321798 0.10294117647058823 0.2097987586985142 0.3473267167398484 -0.1375279580413342
49 48 136 1067 52 349 84 718 0 1 0.41843971631205673 0.3270852858481724 0.10638297872340426 0.07685098406747891 0.05349239210919033 0.02335859195828858
50 49 141 1035 59 360 82 675 0 1 0.3445378151260504 0.34782608695652173 0.07563025210084033 0.08985507246376812 0.060491493383742906 0.02936357908002521
51 50 119 1035 41 335 78 700 0 1 0.7011686143572621 0.32367149758454106 0.17696160267111852 0.08019323671497584 0.052381619174309786 0.027811617540666057
52 51 599 5256 420 3753 179 1503 0 5 0.8155515370705244 0.714041095890411 0.20253164556962025 0.1767503805175038 0.25492734331018957 -0.07817696279268577
53 52 1106 9399 902 7660 204 1739 0 9 0.2892561983471074 0.8149803170550058 0.05785123966942149 0.2014044047239068 0.3320964585935389 -0.13069205386963212
54 53 121 1080 35 358 86 722 0 1 0.29770992366412213 0.3314814814814815 0.061068702290076333 0.06666666666666667 0.05493998628257888 0.011726680384087786
55 54 131 1075 39 366 92 709 0 1 0.3387096774193548 0.3404651162790698 0.12903225806451613 0.08930232558139535 0.057958247701460255 0.031344077879935095
56 55 124 1007 42 309 82 698 0 1 0.36923076923076925 0.30685203574975173 0.06923076923076923 0.09930486593843098 0.04707908592188346 0.05222578001654752
57 56 130 1031 48 332 82 699 0 1 0.3225806451612903 0.32201745877788557 0.08870967741935484 0.07856450048496605 0.051847621878883615 0.026716878606082434
58 57 124 1101 40 368 84 733 0 1 0.8956562795089708 0.33424159854677565 0.23937677053824363 0.08537693006357856 0.05585872309955197 0.029518206964026593
59 58 2118 17979 1897 16087 221 1892 0 17 0.4634146341463415 0.8947661160242505 0.1024390243902439 0.2267645586517604 0.40030320119256124 -0.17353864254080084
60 59 205 2067 95 1009 110 1058 0 2 0.34306569343065696 0.4881470730527334 0.072992700729927 0.11320754716981132 0.11914378246497533 -0.005936235295164002
61 60 137 1118 47 385 90 733 0 1 0.9284825870646766 0.3443649373881932 0.23227611940298507 0.07692307692307693 0.0592936050511871 0.017629471871889825
62 61 3216 27500 2986 25538 230 1962 0 26 0.34782608695652173 0.9286545454545454 0.07971014492753623 0.22876363636363636 0.4311996323966942 -0.2024359960330578
63 62 138 1046 48 337 90 709 0 1 0.3076923076923077 0.32217973231357555 0.11965811965811966 0.06405353728489484 0.0518998899568236 0.01215364732807124
64 63 117 1067 36 348 81 719 0 1 0.5075757575757576 0.3261480787253983 0.10227272727272728 0.10684161199625117 0.0531862846281343 0.053655327368116866
65 64 264 2126 134 1052 130 1074 0 2 0.37410071942446044 0.49482596425211667 0.07913669064748201 0.13734713076199437 0.12242636744901852 0.014920763312975843
66 65 139 1113 52 375 87 738 0 1 0.8373397435897436 0.33692722371967654 0.20993589743589744 0.06558849955076371 0.05675997704172448 0.008828522509039226
67 66 1248 10716 1045 8952 203 1764 0 10 0.3561643835616438 0.8353863381858903 0.15753424657534246 0.20296752519596864 0.3489351670138153 -0.14596764181784663
68 67 146 1093 52 362 94 731 0 1 0.9713572617066794 0.3311985361390668 0.24007606370335155 0.09881061299176579 0.05484623517033037 0.04396437782143542
69 68 8414 72910 8173 70855 241 2055 0 69 0.3103448275862069 0.9718145659031683 0.11206896551724138 0.23700452612810313 0.47221177525078173 -0.2352072491226786
70 69 116 1070 36 373 80 697 0 1 0.31666666666666665 0.3485981308411215 0.08333333333333333 0.10093457943925234 0.060760328412961834 0.040174251026290506
71 70 120 1041 38 365 82 676 0 1 0.5204918032786885 0.3506243996157541 0.0942622950819672 0.08261287223823247 0.061468734802954006 0.02114413743527846
72 71 244 2094 127 1029 117 1065 0 2 0.29914529914529914 0.49140401146131807 0.08547008547008547 0.12129894937917861 0.12073895124013762 0.000559998139040993
73 72 117 1094 35 358 82 736 0 1 0.33587786259541985 0.3272394881170018 0.09923664122137404 0.08135283363802559 0.05354284129153869 0.0278099923464869
74 73 131 1086 44 358 87 728 0 1 0.3380281690140845 0.3296500920810313 0.056338028169014086 0.072744014732965 0.05433459160451621 0.018409423128448794
75 74 142 1128 48 389 94 739 0 1 0.5743440233236151 0.3448581560283688 0.1836734693877551 0.07801418439716312 0.05946357388964337 0.01855061050751975
76 75 343 3074 197 1815 146 1259 0 3 0.496 0.5904359141184125 0.124 0.15517241379310345 0.17430728434042267 -0.019134870547319216
77 76 250 2044 124 999 126 1045 0 2 0.5059288537549407 0.48874755381604695 0.11462450592885376 0.12426614481409001 0.11943708568058485 0.004829059133505162
78 77 253 2144 128 1074 125 1070 0 2 0.6015228426395939 0.5009328358208955 0.15228426395939088 0.11333955223880597 0.12546685300178215 -0.012127300762976176
79 78 394 3206 237 1937 157 1269 0 3 0.8848167539267016 0.6041796631316282 0.225130890052356 0.14597629444791016 0.18251653267092385 -0.036540238223013694
80 79 1910 15808 1690 13944 220 1864 0 15 0.2833333333333333 0.882085020242915 0.03333333333333333 0.20850202429149797 0.3890369914684719 -0.18053496717697395
81 80 120 1045 34 353 86 692 0 1 0.34710743801652894 0.33779904306220093 0.09090909090909091 0.07272727272727272 0.05705409674686934 0.01567317598040338
82 81 121 1027 42 344 79 683 0 1 0.7187017001545595 0.3349561830574489 0.17001545595054096 0.09737098344693282 0.05609782228420761 0.04127316116272521
83 82 647 5309 465 3800 182 1509 0 5 0.5080645161290323 0.7157656809191938 0.13709677419354838 0.17799962328122057 0.2561602549908586 -0.07816063170963802
84 83 248 2121 126 1053 122 1068 0 2 0.3541666666666667 0.49646393210749645 0.125 0.12965582272512965 0.12323821794181843 0.006417604783311229
85 84 144 1066 51 354 93 712 0 1 0.2962962962962963 0.3320825515947467 0.037037037037037035 0.09287054409005628 0.0551394105368388 0.03773113355321748
86 85 108 1034 32 322 76 712 0 1 0.44549763033175355 0.3114119922630561 0.08530805687203792 0.0725338491295938 0.04848871446262286 0.024045134666970946
87 86 211 2027 94 1005 117 1022 0 2 0.3656716417910448 0.4958066107548101 0.08208955223880597 0.11840157868771584 0.12291209763408588 -0.004510518946370043
88 87 134 1106 49 381 85 725 0 1 0.47767857142857145 0.3444846292947559 0.13839285714285715 0.08589511754068715 0.059334829910172686 0.02656028763051447
89 88 224 2056 107 997 117 1059 0 2 0.362962962962963 0.48492217898832685 0.1037037037037037 0.13764591439688717 0.11757475983739345 0.020071154559493723
90 89 135 1058 49 340 86 718 0 1 0.28225806451612906 0.32136105860113423 0.07258064516129033 0.08034026465028356 0.05163646499262081 0.028703799657662746
91 90 124 1073 35 353 89 720 0 1 0.48333333333333334 0.32898415657036345 0.1125 0.06616961789375582 0.05411528763715671 0.012054330256599112
92 91 240 2087 116 1024 124 1063 0 2 0.47161572052401746 0.490656444657403 0.09606986899563319 0.12697652132247245 0.12037187334192158 0.006604647980550868
93 92 229 2048 108 1009 121 1039 0 2 0.6132315521628499 0.49267578125 0.13994910941475827 0.11279296875 0.12136471271514893 -0.008571743965148926
94 93 393 3171 241 1908 152 1263 0 3 0.296 0.6017029328287606 0.032 0.15641753390097762 0.18102320968736602 -0.024605675786388392
95 94 125 1000 37 308 88 692 0 1 0.5447470817120622 0.308 0.08949416342412451 0.072 0.047432 0.024567999999999993
96 95 257 2119 140 1083 117 1036 0 2 0.3381294964028777 0.511090136857008 0.08633093525179857 0.11420481359131666 0.13060656399625759 -0.01640175040494092
97 96 139 1026 47 353 92 673 0 1 0.3543307086614173 0.34405458089668617 0.03937007874015748 0.09064327485380116 0.05918677731799718 0.031456497535803984
98 97 127 1015 45 323 82 692 0 1 0.9486675404106597 0.31822660098522165 0.22804718217562253 0.07980295566502463 0.05063408478730374 0.02916887087772089
99 98 4578 39278 4343 37270 235 2008 0 37 0.6701244813278008 0.9488772340750548 0.1887966804979253 0.23626457558938846 0.4501840026729631 -0.21391942708357464
100 99 482 4158 323 2768 159 1390 0 4 0.5220883534136547 0.6657046657046657 0.11646586345381527 0.17412217412217412 0.22158135097048035 -0.04745917684830622
101 100 2084 1019 1065 0 2 0.48896353166986567 0.12092130518234165 0.11954266765153386 0.0013786375308077886

202
experiments/No_Refresh_0_5s_ttl/hit_age.csv
View File

@@ -1,101 +1,101 @@
obj_id,hit_rate,avg_age
1,0.3360655737704918,0.02459016393442623
2,0.6151832460732984,0.15706806282722513
3,0.2992125984251969,0.10236220472440945
4,0.2920353982300885,0.08849557522123894
5,0.4959016393442623,0.11065573770491803
6,0.3448275862068966,0.09482758620689655
7,0.7225609756097561,0.16310975609756098
8,0.3046875,0.046875
9,0.32456140350877194,0.08771929824561403
10,0.28695652173913044,0.06956521739130435
11,0.524390243902439,0.09349593495934959
12,0.3787878787878788,0.08333333333333333
13,0.3597122302158273,0.08633093525179857
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obj_id,hit_rate,avg_age,expected_age
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2,0.5978987583572111,0.14804202483285578,0.17874146262254734
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1 obj_id hit_rate avg_age expected_age
2 1 0.3360655737704918 0.3273584905660377 0.02459016393442623 0.08679245283018867 0.053581790672837304
3 2 0.6151832460732984 0.5978987583572111 0.15706806282722513 0.14804202483285578 0.17874146262254734
4 3 0.2992125984251969 0.3169811320754717 0.10236220472440945 0.09245283018867924 0.05023851904592381
5 4 0.2920353982300885 0.3418803418803419 0.08849557522123894 0.08072174738841406 0.058441084082109726
6 5 0.4959016393442623 0.4983116256632899 0.11065573770491803 0.1297636275928606 0.12415723813559539
7 6 0.3448275862068966 0.33584195672624645 0.09482758620689655 0.07714016933207903 0.05639490994885699
8 7 0.7225609756097561 0.710172744721689 0.16310975609756098 0.16756238003838772 0.25217266367276864
9 8 0.3046875 0.33887349953831947 0.046875 0.08033240997229917 0.0574176243446737
10 9 0.32456140350877194 0.3364485981308411 0.08771929824561403 0.07570093457943926 0.056598829592104105
11 10 0.28695652173913044 0.3256924546322827 0.06956521739130435 0.08118433619866285 0.053037787502200756
12 11 0.524390243902439 0.50187617260788 0.09349593495934959 0.1299249530956848 0.12593984631576727
13 12 0.3787878787878788 0.3577981651376147 0.08333333333333333 0.0908256880733945 0.0640097634879219
14 13 0.3597122302158273 0.35337650323774283 0.08633093525179857 0.09250693802035152 0.06243747652026724
15 14 0.2916666666666667 0.31875607385811466 0.058333333333333334 0.08843537414965986 0.050802717310719926
16 15 0.5134099616858238 0.49547403525488326 0.13793103448275862 0.12720343020485947 0.12274725980587865
17 16 0.48444444444444446 0.5164319248826291 0.10666666666666667 0.12347417840375587 0.13335096651898876
18 17 0.325 0.3494874184529357 0.06666666666666667 0.08294501397949673 0.06107072782844868
19 18 0.3333333333333333 0.33491912464319695 0.07692307692307693 0.0960989533777355 0.056085410025882645
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21 20 0.3418803418803419 0.3452266152362584 0.09401709401709402 0.09064609450337512 0.059590707933741806
22 21 0.3582089552238806 0.33676333021515437 0.07462686567164178 0.07015902712815715 0.05670477028880055
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31 30 0.36 0.33204259438528555 0.096 0.08422071636011616 0.055126142243055634
32 31 0.26956521739130435 0.3020730503455084 0.06956521739130435 0.07206317867719644 0.04562406387252003
33 32 0.6581196581196581 0.6591346153846154 0.17094017094017094 0.1596153846153846 0.21722922059911243
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37 36 0.29 0.3314285714285714 0.07 0.08761904761904762 0.05492244897959183
38 37 0.348993288590604 0.3508928571428571 0.10067114093959731 0.09642857142857143 0.06156289859693877
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61 60 0.34306569343065696 0.3443649373881932 0.072992700729927 0.07692307692307693 0.0592936050511871
62 61 0.9284825870646766 0.9286545454545454 0.23227611940298507 0.22876363636363636 0.4311996323966942
63 62 0.34782608695652173 0.32217973231357555 0.07971014492753623 0.06405353728489484 0.0518998899568236
64 63 0.3076923076923077 0.3261480787253983 0.11965811965811966 0.10684161199625117 0.0531862846281343
65 64 0.5075757575757576 0.49482596425211667 0.10227272727272728 0.13734713076199437 0.12242636744901852
66 65 0.37410071942446044 0.33692722371967654 0.07913669064748201 0.06558849955076371 0.05675997704172448
67 66 0.8373397435897436 0.8353863381858903 0.20993589743589744 0.20296752519596864 0.3489351670138153
68 67 0.3561643835616438 0.3311985361390668 0.15753424657534246 0.09881061299176579 0.05484623517033037
69 68 0.9713572617066794 0.9718145659031683 0.24007606370335155 0.23700452612810313 0.47221177525078173
70 69 0.3103448275862069 0.3485981308411215 0.11206896551724138 0.10093457943925234 0.060760328412961834
71 70 0.31666666666666665 0.3506243996157541 0.08333333333333333 0.08261287223823247 0.061468734802954006
72 71 0.5204918032786885 0.49140401146131807 0.0942622950819672 0.12129894937917861 0.12073895124013762
73 72 0.29914529914529914 0.3272394881170018 0.08547008547008547 0.08135283363802559 0.05354284129153869
74 73 0.33587786259541985 0.3296500920810313 0.09923664122137404 0.072744014732965 0.05433459160451621
75 74 0.3380281690140845 0.3448581560283688 0.056338028169014086 0.07801418439716312 0.05946357388964337
76 75 0.5743440233236151 0.5904359141184125 0.1836734693877551 0.15517241379310345 0.17430728434042267
77 76 0.496 0.48874755381604695 0.124 0.12426614481409001 0.11943708568058485
78 77 0.5059288537549407 0.5009328358208955 0.11462450592885376 0.11333955223880597 0.12546685300178215
79 78 0.6015228426395939 0.6041796631316282 0.15228426395939088 0.14597629444791016 0.18251653267092385
80 79 0.8848167539267016 0.882085020242915 0.225130890052356 0.20850202429149797 0.3890369914684719
81 80 0.2833333333333333 0.33779904306220093 0.03333333333333333 0.07272727272727272 0.05705409674686934
82 81 0.34710743801652894 0.3349561830574489 0.09090909090909091 0.09737098344693282 0.05609782228420761
83 82 0.7187017001545595 0.7157656809191938 0.17001545595054096 0.17799962328122057 0.2561602549908586
84 83 0.5080645161290323 0.49646393210749645 0.13709677419354838 0.12965582272512965 0.12323821794181843
85 84 0.3541666666666667 0.3320825515947467 0.125 0.09287054409005628 0.0551394105368388
86 85 0.2962962962962963 0.3114119922630561 0.037037037037037035 0.0725338491295938 0.04848871446262286
87 86 0.44549763033175355 0.4958066107548101 0.08530805687203792 0.11840157868771584 0.12291209763408588
88 87 0.3656716417910448 0.3444846292947559 0.08208955223880597 0.08589511754068715 0.059334829910172686
89 88 0.47767857142857145 0.48492217898832685 0.13839285714285715 0.13764591439688717 0.11757475983739345
90 89 0.362962962962963 0.32136105860113423 0.1037037037037037 0.08034026465028356 0.05163646499262081
91 90 0.28225806451612906 0.32898415657036345 0.07258064516129033 0.06616961789375582 0.05411528763715671
92 91 0.48333333333333334 0.490656444657403 0.1125 0.12697652132247245 0.12037187334192158
93 92 0.47161572052401746 0.49267578125 0.09606986899563319 0.11279296875 0.12136471271514893
94 93 0.6132315521628499 0.6017029328287606 0.13994910941475827 0.15641753390097762 0.18102320968736602
95 94 0.296 0.308 0.032 0.072 0.047432
96 95 0.5447470817120622 0.511090136857008 0.08949416342412451 0.11420481359131666 0.13060656399625759
97 96 0.3381294964028777 0.34405458089668617 0.08633093525179857 0.09064327485380116 0.05918677731799718
98 97 0.3543307086614173 0.31822660098522165 0.03937007874015748 0.07980295566502463 0.05063408478730374
99 98 0.9486675404106597 0.9488772340750548 0.22804718217562253 0.23626457558938846 0.4501840026729631
100 99 0.6701244813278008 0.6657046657046657 0.1887966804979253 0.17412217412217412 0.22158135097048035
101 100 0.5220883534136547 0.48896353166986567 0.11646586345381527 0.12092130518234165 0.11954266765153386

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@@ -1,9 +1,9 @@
,hit_rate,avg_age
count,100.0,100.0
mean,0.45866953325531407,0.11061943705342085
std,0.18036841870823853,0.05016114887552842
min,0.26956521739130435,0.02459016393442623
25%,0.33524173027989823,0.07659987071751778
50%,0.3643173023770039,0.09886074485311126
75%,0.5339140431552882,0.13804649014778325
max,0.9713572617066794,0.24007606370335155
,hit_rate,avg_age,expected_age
count,100.0,100.0,100.0
mean,0.45981069707251754,0.11391944713713928,0.12146997628380753
std,0.1784163653354017,0.04442280017621094,0.10323302566896679
min,0.3020730503455084,0.06405353728489484,0.04562406387252003
25%,0.3337018368087684,0.08033830098078745,0.05567889495887368
50%,0.34650586181228565,0.0944847487338959,0.06003397437103854
75%,0.5146835706797419,0.13742182667071756,0.13245009842089422
max,0.9718145659031683,0.23700452612810313,0.47221177525078173
1 hit_rate avg_age expected_age
2 count 100.0 100.0 100.0
3 mean 0.45866953325531407 0.45981069707251754 0.11061943705342085 0.11391944713713928 0.12146997628380753
4 std 0.18036841870823853 0.1784163653354017 0.05016114887552842 0.04442280017621094 0.10323302566896679
5 min 0.26956521739130435 0.3020730503455084 0.02459016393442623 0.06405353728489484 0.04562406387252003
6 25% 0.33524173027989823 0.3337018368087684 0.07659987071751778 0.08033830098078745 0.05567889495887368
7 50% 0.3643173023770039 0.34650586181228565 0.09886074485311126 0.0944847487338959 0.06003397437103854
8 75% 0.5339140431552882 0.5146835706797419 0.13804649014778325 0.13742182667071756 0.13245009842089422
9 max 0.9713572617066794 0.9718145659031683 0.24007606370335155 0.23700452612810313 0.47221177525078173