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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_2_0s_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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85,1098,741,357,0,1,0.674863387978142,0.6757741347905283,0.22772029621666814,0.44805383857386016
86,1082,727,355,0,1,0.6719038817005545,0.6811460258780037,0.22572741312213634,0.4554186127558673
87,1099,735,364,0,1,0.6687898089171974,0.6696997270245678,0.22363990425575073,0.44605982276881706
88,1049,685,364,0,1,0.6530028598665396,0.6539561487130601,0.21320636749693977,0.4407497812161203
89,2139,1711,428,0,2,0.7999064983637214,0.7980364656381487,0.31992520306225514,0.47811126257589354
90,1148,789,359,0,1,0.6872822299651568,0.662020905923345,0.2361784318129393,0.42584247411040566
91,1118,755,363,0,1,0.6753130590339893,0.6699463327370304,0.22802386385092216,0.44192246888610826
92,1088,723,365,0,1,0.6645220588235294,0.6773897058823529,0.22079478333153116,0.4565949225508218
93,1137,770,367,0,1,0.6772207563764292,0.6693051890941073,0.22931397643353144,0.43999121266057584
94,1064,702,362,0,1,0.6597744360902256,0.6663533834586466,0.21765115325908757,0.448702230199559
95,213645,213109,536,0,199,0.9974911652507664,0.9526878700648271,0.4974943123766659,0.4551935576881612
96,2160,1737,423,0,2,0.8041666666666667,0.7935185185185185,0.3233420138888889,0.4701765046296296
97,2104,1674,430,0,2,0.7956273764258555,0.7842205323193916,0.31651146105914496,0.46770907126024663
98,1085,727,358,0,1,0.6700460829493088,0.6700460829493088,0.22448087663785599,0.4455652063114528
99,1112,755,357,0,1,0.6789568345323741,0.6924460431654677,0.2304911915791108,0.46195485158635685
100,1059,692,367,0,1,0.6534466477809254,0.6553352219074599,0.2134962607480644,0.44183896115939547
1 obj_id access_count hits misses mu lambda hit_rate avg_age expected_age age_delta
2 1 591 34341 535 33813 56 528 0 5 32 0.8073770491803278 0.9846247925220581 0.7704918032786885 0.9879153198800268 0.48474299102455304 0.5031723288554737
3 2 244 1078 197 716 47 362 0 2 1 0.850415512465374 0.6641929499072357 0.9362880886426593 0.6781076066790352 0.22057613735323783 0.4575314693257974
4 3 361 5386 307 4900 54 486 0 3 5 0.9225543478260869 0.9097660601559598 0.938858695652174 0.8821017452655031 0.41383714210584877 0.46826460315965435
5 4 736 15013 679 14494 57 519 0 6 14 0.62 0.9654299607007261 0.61 0.9555052288017052 0.46602750450930275 0.48947772429240244
6 5 100 1042 62 689 38 353 0 1 0.9092356687898089 0.6612284069097889 0.8949044585987261 0.6180422264875239 0.21861150305222868 0.3994307234352953
7 6 628 3175 571 2719 57 456 0 5 3 0.6910569105691057 0.8563779527559056 0.7398373983739838 0.8620472440944882 0.36669159898319803 0.49535564511129015
8 7 123 1046 85 693 38 353 0 1 0.6484375 0.6625239005736138 0.5625 0.6759082217973231 0.21946895941563782 0.4564392623816853
9 8 128 2109 83 1679 45 430 0 1 2 0.9572153734590283 0.7961119013750593 0.9564902102973168 0.7652916073968705 0.3168970797555061 0.44839452764136445
10 9 1379 3328 1320 2863 59 465 0 11 3 0.942173479561316 0.8602764423076923 1.0259222333000997 0.8572716346153846 0.3700377785947901 0.4872338560205945
11 10 1003 1105 945 752 58 353 0 8 1 0.639344262295082 0.6805429864253394 0.639344262295082 0.6760180995475114 0.23156937818635984 0.44444872136115154
12 11 122 2158 78 1730 44 428 0 1 2 0.6410256410256411 0.8016682113067656 0.6239316239316239 0.7873030583873958 0.3213359605098945 0.4659670978775013
13 12 117 1069 75 708 42 361 0 1 0.7162162162162162 0.6623012160898035 0.7364864864864865 0.6557530402245089 0.2193214504170163 0.4364315898074925
14 13 148 1076 106 713 42 363 0 1 0.6481481481481481 0.662639405204461 0.7407407407407407 0.6756505576208178 0.2195454906648609 0.45610506695595693
15 14 108 1102 70 741 38 361 0 1 0.8132295719844358 0.6724137931034483 0.7665369649805448 0.6542649727767695 0.2260701545778835 0.42819481819888605
16 15 257 1054 209 703 48 351 0 2 1 0.6320754716981132 0.6669829222011385 0.5754716981132075 0.6764705882352942 0.22243310925398502 0.45403747898130914
17 16 106 1088 67 728 39 360 0 1 0.8915187376725838 0.6691176470588235 0.8086785009861933 0.6387867647058824 0.22385921280276813 0.41492755190311426
18 17 507 1103 452 739 55 364 0 4 1 0.6796875 0.6699909338168631 0.71875 0.6772438803263826 0.22444392569839614 0.4527999546279865
19 18 128 1091 87 726 41 365 0 1 0.8957528957528957 0.6654445462878094 0.8378378378378378 0.6269477543538039 0.22140822209209424 0.4055395322617097
20 19 518 1065 464 712 54 353 0 4 1 0.6428571428571429 0.6685446009389672 0.625 0.6835680751173709 0.22347594172232144 0.4600921333950495
21 20 112 1087 72 726 40 361 0 1 0.7007299270072993 0.6678932842686293 0.7591240875912408 0.6669733210671573 0.223040719585568 0.4439326014815893
22 21 137 1060 96 698 41 362 0 1 0.9354838709677419 0.6584905660377358 0.9365962180200222 0.6679245283018868 0.21680491278034886 0.4511196155215379
23 22 899 4199 841 3722 58 477 0 7 4 0.9762376237623762 0.886401524172422 0.9275247524752476 0.8994998809240295 0.3928538310275964 0.5066460498964331
24 23 2525 1096 2465 735 60 361 0 20 1 0.6637168141592921 0.6706204379562044 0.6902654867256637 0.666058394160584 0.2248658859022857 0.44119250825829825
25 24 113 1057 75 689 38 368 0 1 0.8586666666666667 0.651844843897824 0.904 0.6811731315042573 0.2124508502580893 0.468722281246168
26 25 375 1036 322 681 53 355 0 3 1 0.6821705426356589 0.6573359073359073 0.7364341085271318 0.6766409266409267 0.21604524753656026 0.4605956791043664
27 26 129 4312 88 3833 41 479 0 1 4 0.6829268292682927 0.8889146567717996 0.6097560975609756 0.8919294990723562 0.3950846335118631 0.49684486556049307
28 27 123 2200 84 1772 39 428 0 1 2 0.9563253012048193 0.8054545454545454 1.0135542168674698 0.7895454545454546 0.3243785123966942 0.46516694214876037
29 28 1328 1042 1270 688 58 354 0 11 1 0.9453860640301318 0.6602687140115163 0.8907721280602636 0.6746641074856046 0.21797738735121078 0.4566867201343938
30 29 1062 1095 1004 737 58 358 0 9 1 0.6693548387096774 0.6730593607305936 0.6693548387096774 0.6940639269406392 0.22650445153353765 0.4675594754071016
31 30 124 2176 83 1742 41 434 0 1 2 0.8032128514056225 0.8005514705882353 0.8353413654618473 0.7886029411764706 0.32044132853049306 0.4681616126459775
32 31 249 1000 200 654 49 346 0 2 1 0.804 0.654 0.76 0.63 0.21385800000000002 0.416142
33 32 250 1069 201 706 49 363 0 2 1 0.9069767441860465 0.6604303086997194 0.9069767441860465 0.6950420954162769 0.21808409632460335 0.4769579990916736
34 33 602 1075 546 705 56 370 0 5 1 0.6666666666666666 0.6558139534883721 0.6666666666666666 0.6827906976744186 0.21504597079502435 0.4677447268793942
35 34 120 1119 80 752 40 367 0 1 0.6935483870967742 0.6720285969615728 0.8387096774193549 0.6586237712243074 0.22581121756707004 0.43281255365723736
36 35 124 1129 86 763 38 366 0 1 0.6239316239316239 0.6758193091231178 0.6153846153846154 0.6634189548272807 0.22836586929182415 0.43505308553545663
37 36 117 1057 73 700 44 357 0 1 0.6865671641791045 0.6622516556291391 0.6492537313432836 0.6357615894039735 0.21928862769176793 0.4164729617122056
38 37 134 2166 92 1731 42 435 0 1 2 0.8 0.7991689750692521 0.76 0.8125577100646353 0.31933552535661947 0.4932221847080158
39 38 250 1089 200 735 50 354 0 2 1 0.6446280991735537 0.6749311294765841 0.6694214876033058 0.657483930211203 0.22776601476826874 0.42971791544293425
40 39 121 11957 78 11444 43 513 0 1 11 0.640625 0.9570962616040813 0.78125 0.9723174709375262 0.45801662698825407 0.5143008439492721
41 40 128 2166 82 1732 46 434 0 1 2 0.6116504854368932 0.7996306555863343 0.5922330097087378 0.7488457987072945 0.31970459267671536 0.42914120603057915
42 41 103 1084 63 725 40 359 0 1 0.9017543859649123 0.6688191881918819 0.8175438596491228 0.6595940959409594 0.22365955324682396 0.43593454269413545
43 42 570 2131 514 1703 56 428 0 4 2 0.8586666666666667 0.7991553261379634 0.9173333333333333 0.8047864852182074 0.31932461764733727 0.4854618675708701
44 43 375 1085 322 721 53 364 0 3 1 0.6890756302521008 0.6645161290322581 0.7142857142857143 0.6626728110599078 0.22079084287200834 0.4418819681878995
45 44 119 24442 82 23916 37 526 0 1 23 0.6608695652173913 0.9784796661484331 0.6434782608695652 0.9847802962114394 0.47871122853297454 0.5060690676784648
46 45 115 2086 76 1660 39 426 0 1 2 0.8110236220472441 0.7957813998082455 0.8385826771653543 0.7761265580057526 0.31663401814038533 0.45949253986536726
47 46 254 1067 206 709 48 358 0 2 1 0.7860082304526749 0.6644798500468604 0.7818930041152263 0.669165885660731 0.22076673555914902 0.44839915010158193
48 47 243 1073 191 722 52 351 0 2 1 0.6355140186915887 0.6728797763280522 0.616822429906542 0.6551724137931034 0.22638359669564476 0.42878881709745864
49 48 107 1058 68 690 39 368 0 1 0.6717557251908397 0.6521739130434783 0.6870229007633588 0.6351606805293005 0.21266540642722118 0.4224952741020793
50 49 131 2162 88 1731 43 431 0 1 2 0.6692307692307692 0.8006475485661425 0.6076923076923076 0.803422756706753 0.3205182485124868 0.4829045081942662
51 50 130 1033 87 682 43 351 0 1 0.806949806949807 0.6602129719264279 0.7722007722007722 0.6427879961277831 0.21794058414996315 0.42484741197782
52 51 259 1139 209 769 50 370 0 2 1 0.6716417910447762 0.675153643546971 0.6716417910447762 0.6935908691834943 0.22791622119737523 0.46567464798611913
53 52 134 1061 90 707 44 354 0 1 0.6071428571428571 0.6663524976437323 0.5357142857142857 0.6833176248821866 0.22201282555802013 0.46130479932416646
54 53 112 1094 68 739 44 355 0 1 0.9405010438413361 0.6755027422303473 1.024008350730689 0.6983546617915904 0.22815197738035956 0.4702026844112309
55 54 958 1091 901 737 57 354 0 8 1 0.6928571428571428 0.6755270394133822 0.7142857142857143 0.6727772685609532 0.22816839048930462 0.4446088780716486
56 55 140 4245 97 3765 43 480 0 1 4 0.9746085484553534 0.8869257950530035 0.9767245027507406 0.8829210836277974 0.39331868296520117 0.48960240066259625
57 56 2363 2059 2303 1635 60 424 0 19 2 0.6428571428571429 0.7940747935891209 0.7142857142857143 0.7931034482758621 0.3152773889068025 0.4778260593690596
58 57 112 1114 72 759 40 355 0 1 0.6203703703703703 0.6813285457809695 0.6296296296296297 0.6651705565529623 0.2321042936480053 0.433066262904957
59 58 108 1047 67 693 41 354 0 1 0.8015873015873016 0.66189111747851 0.7976190476190477 0.6838586437440306 0.2190499256984754 0.46480871804555524
60 59 252 1031 202 682 50 349 0 2 1 0.9767261442979054 0.6614936954413191 0.951900698215671 0.6576139670223085 0.2187869545543063 0.43882701246800215
61 60 2578 3272 2518 2813 60 459 0 22 3 0.8136200716845878 0.8597188264058679 0.7383512544802867 0.8331295843520783 0.36955823023834145 0.46357135411373684
62 61 279 1131 227 774 52 357 0 2 1 0.9457943925233645 0.6843501326259946 0.9271028037383178 0.695844385499558 0.23416755201260822 0.46167683348694977
63 62 1070 1087 1012 733 58 354 0 9 1 0.8865979381443299 0.6743330266789328 0.8412371134020619 0.6614535418583257 0.22736251543498515 0.4340910264233406
64 63 485 1057 430 693 55 364 0 4 1 0.8045977011494253 0.6556291390728477 0.8467432950191571 0.6281929990539262 0.21492478400070172 0.41326821505322453
65 64 261 1140 210 777 51 363 0 2 1 0.816793893129771 0.6815789473684211 0.7824427480916031 0.7096491228070175 0.23227493074792244 0.4773741920590951
66 65 262 1073 214 710 48 363 0 2 1 0.6339285714285714 0.6616961789375583 0.625 0.684995340167754 0.21892091661028257 0.4660744235574714
67 66 112 1149 71 789 41 360 0 1 0.8485714285714285 0.6866840731070496 0.82 0.6422976501305483 0.23576750812944391 0.4065301420011044
68 67 350 4365 297 3885 53 480 0 3 4 0.8913043478260869 0.8900343642611683 0.8695652173913043 0.8923253150057274 0.39608058478289104 0.4962447302228364
69 68 506 18168 451 17646 55 522 0 4 17 0.810077519379845 0.9712681638044914 0.7364341085271318 0.9745706737120211 0.4716809230100742 0.502889750701947
70 69 258 4226 209 3749 49 477 0 2 4 0.6942148760330579 0.8871273071462376 0.8181818181818182 0.8556554661618552 0.39349742954226746 0.4621580366195877
71 70 121 1156 84 781 37 375 0 1 0.9585674157303371 0.6756055363321799 0.9824438202247191 0.6868512110726643 0.22822142036134624 0.4586297907113181
72 71 1424 2120 1365 1693 59 427 0 12 2 0.6746031746031746 0.7985849056603773 0.5793650793650794 0.7768867924528302 0.3188689257742969 0.45801786667853334
73 72 126 1090 85 728 41 362 0 1 0.6861313868613139 0.6678899082568808 0.6788321167883211 0.7018348623853211 0.2230384647756923 0.4787963976096288
74 73 137 1078 94 712 43 366 0 1 0.8856548856548857 0.660482374768089 1.0395010395010396 0.6669758812615956 0.2181184836896472 0.44885739757194837
75 74 481 1078 426 714 55 364 0 4 1 0.6637931034482759 0.6623376623376623 0.75 0.7022263450834879 0.2193455894754596 0.48288075560802834
76 75 116 1105 77 748 39 357 0 1 0.6306306306306306 0.676923076923077 0.6936936936936937 0.6950226244343891 0.229112426035503 0.46591019839888614
77 76 111 1072 70 725 41 347 0 1 0.6521739130434783 0.6763059701492538 0.7217391304347827 0.6781716417910447 0.22869488262976165 0.44947675916128305
78 77 115 7483 75 6981 40 502 0 1 7 0.8895705521472392 0.9329146064412669 0.9079754601226994 0.9204864359214219 0.4351648314557319 0.48532160446568995
79 78 489 1068 435 706 54 362 0 4 1 0.6842105263157895 0.6610486891385767 0.6616541353383458 0.6657303370786517 0.21849268470591532 0.4472376523727364
80 79 133 1091 91 731 42 360 0 1 0.6691729323308271 0.6700274977085243 0.7443609022556391 0.6324472960586618 0.2244684238427733 0.40797887221588847
81 80 133 1164 89 803 44 361 0 1 0.7710280373831776 0.6898625429553265 0.6495327102803738 0.6872852233676976 0.2379551640863948 0.44933005928130276
82 81 214 1020 165 659 49 361 0 2 1 0.8434782608695652 0.6460784313725491 0.8869565217391304 0.6568627450980392 0.2087086697424068 0.44815407535563245
83 82 345 1084 291 716 54 368 0 3 1 0.6504065040650406 0.6605166051660517 0.6910569105691057 0.6392988929889298 0.21814109285004293 0.42115780013888693
84 83 123 2147 80 1719 43 428 0 1 2 0.648 0.8006520726595249 0.656 0.8267349790405216 0.32052187072699656 0.5062131083135251
85 84 125 1061 81 705 44 356 0 1 0.689922480620155 0.6644674835061263 0.6666666666666666 0.6361922714420358 0.2207585183184821 0.41543375312355374
86 85 129 1098 89 741 40 357 0 1 0.6481481481481481 0.674863387978142 0.6018518518518519 0.6757741347905283 0.22772029621666814 0.44805383857386016
87 86 108 1082 70 727 38 355 0 1 0.6446280991735537 0.6719038817005545 0.7024793388429752 0.6811460258780037 0.22572741312213634 0.4554186127558673
88 87 121 1099 78 735 43 364 0 1 0.8160919540229885 0.6687898089171974 0.7739463601532567 0.6696997270245678 0.22363990425575073 0.44605982276881706
89 88 261 1049 213 685 48 364 0 2 1 0.8539944903581267 0.6530028598665396 0.8705234159779615 0.6539561487130601 0.21320636749693977 0.4407497812161203
90 89 363 2139 310 1711 53 428 0 3 2 0.9487632508833922 0.7999064983637214 0.950530035335689 0.7980364656381487 0.31992520306225514 0.47811126257589354
91 90 1132 1148 1074 789 58 359 0 9 1 0.6692913385826772 0.6872822299651568 0.5905511811023622 0.662020905923345 0.2361784318129393 0.42584247411040566
92 91 127 1118 85 755 42 363 0 1 0.6754385964912281 0.6753130590339893 0.6842105263157895 0.6699463327370304 0.22802386385092216 0.44192246888610826
93 92 114 1088 77 723 37 365 0 1 0.8454810495626822 0.6645220588235294 0.880466472303207 0.6773897058823529 0.22079478333153116 0.4565949225508218
94 93 343 1137 290 770 53 367 0 3 1 0.6818181818181818 0.6772207563764292 0.696969696969697 0.6693051890941073 0.22931397643353144 0.43999121266057584
95 94 132 1064 90 702 42 362 0 1 0.8575342465753425 0.6597744360902256 0.8821917808219178 0.6663533834586466 0.21765115325908757 0.448702230199559
96 95 365 213645 313 213109 52 536 0 3 199 0.8093385214007782 0.9974911652507664 0.7120622568093385 0.9526878700648271 0.4974943123766659 0.4551935576881612
97 96 257 2160 208 1737 49 423 0 2 0.9352272727272727 0.8041666666666667 1.0261363636363636 0.7935185185185185 0.3233420138888889 0.4701765046296296
98 97 880 2104 823 1674 57 430 0 7 2 0.9904940003116721 0.7956273764258555 0.8669160043634097 0.7842205323193916 0.31651146105914496 0.46770907126024663
99 98 6417 1085 6356 727 61 358 0 52 1 0.9732858414959928 0.6700460829493088 0.9541406945681211 0.6700460829493088 0.22448087663785599 0.4455652063114528
100 99 2246 1112 2186 755 60 357 0 18 1 0.6636363636363637 0.6789568345323741 0.5909090909090909 0.6924460431654677 0.2304911915791108 0.46195485158635685
101 100 1059 692 367 0 1 0.6534466477809254 0.6553352219074599 0.2134962607480644 0.44183896115939547

202
experiments/No_Refresh_2_0s_ttl/hit_age.csv
View File

@@ -1,101 +1,101 @@
obj_id,hit_rate,avg_age
1,0.9052453468697124,0.9560067681895094
2,0.8073770491803278,0.7704918032786885
3,0.850415512465374,0.9362880886426593
4,0.9225543478260869,0.938858695652174
5,0.62,0.61
6,0.9092356687898089,0.8949044585987261
7,0.6910569105691057,0.7398373983739838
8,0.6484375,0.5625
9,0.9572153734590283,0.9564902102973168
10,0.942173479561316,1.0259222333000997
11,0.639344262295082,0.639344262295082
12,0.6410256410256411,0.6239316239316239
13,0.7162162162162162,0.7364864864864865
14,0.6481481481481481,0.7407407407407407
15,0.8132295719844358,0.7665369649805448
16,0.6320754716981132,0.5754716981132075
17,0.8915187376725838,0.8086785009861933
18,0.6796875,0.71875
19,0.8957528957528957,0.8378378378378378
20,0.6428571428571429,0.625
21,0.7007299270072993,0.7591240875912408
22,0.9354838709677419,0.9365962180200222
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24,0.6637168141592921,0.6902654867256637
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obj_id,hit_rate,avg_age,expected_age
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1 obj_id hit_rate avg_age expected_age
2 1 0.9052453468697124 0.9846247925220581 0.9560067681895094 0.9879153198800268 0.48474299102455304
3 2 0.8073770491803278 0.6641929499072357 0.7704918032786885 0.6781076066790352 0.22057613735323783
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8 7 0.6910569105691057 0.6625239005736138 0.7398373983739838 0.6759082217973231 0.21946895941563782
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68 67 0.8485714285714285 0.8900343642611683 0.82 0.8923253150057274 0.39608058478289104
69 68 0.8913043478260869 0.9712681638044914 0.8695652173913043 0.9745706737120211 0.4716809230100742
70 69 0.810077519379845 0.8871273071462376 0.7364341085271318 0.8556554661618552 0.39349742954226746
71 70 0.6942148760330579 0.6756055363321799 0.8181818181818182 0.6868512110726643 0.22822142036134624
72 71 0.9585674157303371 0.7985849056603773 0.9824438202247191 0.7768867924528302 0.3188689257742969
73 72 0.6746031746031746 0.6678899082568808 0.5793650793650794 0.7018348623853211 0.2230384647756923
74 73 0.6861313868613139 0.660482374768089 0.6788321167883211 0.6669758812615956 0.2181184836896472
75 74 0.8856548856548857 0.6623376623376623 1.0395010395010396 0.7022263450834879 0.2193455894754596
76 75 0.6637931034482759 0.676923076923077 0.75 0.6950226244343891 0.229112426035503
77 76 0.6306306306306306 0.6763059701492538 0.6936936936936937 0.6781716417910447 0.22869488262976165
78 77 0.6521739130434783 0.9329146064412669 0.7217391304347827 0.9204864359214219 0.4351648314557319
79 78 0.8895705521472392 0.6610486891385767 0.9079754601226994 0.6657303370786517 0.21849268470591532
80 79 0.6842105263157895 0.6700274977085243 0.6616541353383458 0.6324472960586618 0.2244684238427733
81 80 0.6691729323308271 0.6898625429553265 0.7443609022556391 0.6872852233676976 0.2379551640863948
82 81 0.7710280373831776 0.6460784313725491 0.6495327102803738 0.6568627450980392 0.2087086697424068
83 82 0.8434782608695652 0.6605166051660517 0.8869565217391304 0.6392988929889298 0.21814109285004293
84 83 0.6504065040650406 0.8006520726595249 0.6910569105691057 0.8267349790405216 0.32052187072699656
85 84 0.648 0.6644674835061263 0.656 0.6361922714420358 0.2207585183184821
86 85 0.689922480620155 0.674863387978142 0.6666666666666666 0.6757741347905283 0.22772029621666814
87 86 0.6481481481481481 0.6719038817005545 0.6018518518518519 0.6811460258780037 0.22572741312213634
88 87 0.6446280991735537 0.6687898089171974 0.7024793388429752 0.6696997270245678 0.22363990425575073
89 88 0.8160919540229885 0.6530028598665396 0.7739463601532567 0.6539561487130601 0.21320636749693977
90 89 0.8539944903581267 0.7999064983637214 0.8705234159779615 0.7980364656381487 0.31992520306225514
91 90 0.9487632508833922 0.6872822299651568 0.950530035335689 0.662020905923345 0.2361784318129393
92 91 0.6692913385826772 0.6753130590339893 0.5905511811023622 0.6699463327370304 0.22802386385092216
93 92 0.6754385964912281 0.6645220588235294 0.6842105263157895 0.6773897058823529 0.22079478333153116
94 93 0.8454810495626822 0.6772207563764292 0.880466472303207 0.6693051890941073 0.22931397643353144
95 94 0.6818181818181818 0.6597744360902256 0.696969696969697 0.6663533834586466 0.21765115325908757
96 95 0.8575342465753425 0.9974911652507664 0.8821917808219178 0.9526878700648271 0.4974943123766659
97 96 0.8093385214007782 0.8041666666666667 0.7120622568093385 0.7935185185185185 0.3233420138888889
98 97 0.9352272727272727 0.7956273764258555 1.0261363636363636 0.7842205323193916 0.31651146105914496
99 98 0.9904940003116721 0.6700460829493088 0.8669160043634097 0.6700460829493088 0.22448087663785599
100 99 0.9732858414959928 0.6789568345323741 0.9541406945681211 0.6924460431654677 0.2304911915791108
101 100 0.6636363636363637 0.6534466477809254 0.5909090909090909 0.6553352219074599 0.2134962607480644

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@@ -1,9 +1,9 @@
,hit_rate,avg_age
count,100.0,100.0
mean,0.769815289387402,0.7718808361404631
std,0.11953590678844736,0.12912279464502746
min,0.6071428571428571,0.5357142857142857
25%,0.66377403112603,0.6686827956989247
50%,0.743622126799697,0.7545620437956204
75%,0.8858906487772468,0.8808977994328847
max,0.9904940003116721,1.0395010395010396
,hit_rate,avg_age,expected_age
count,100.0,100.0,100.0
mean,0.7277601169941756,0.725354977657859,0.26960103666887586
std,0.09830526281613299,0.09672906827673554,0.07800437176172385
min,0.6460784313725491,0.6180422264875239,0.2087086697424068
25%,0.6626105290467492,0.6632324188854375,0.21952635785255514
50%,0.6745982073285375,0.6796588338345242,0.22754140582582666
75%,0.7991587383707855,0.7876280290846644,0.31932734457465783
max,0.9974911652507664,0.9879153198800268,0.4974943123766659
1 hit_rate avg_age expected_age
2 count 100.0 100.0 100.0
3 mean 0.769815289387402 0.7277601169941756 0.7718808361404631 0.725354977657859 0.26960103666887586
4 std 0.11953590678844736 0.09830526281613299 0.12912279464502746 0.09672906827673554 0.07800437176172385
5 min 0.6071428571428571 0.6460784313725491 0.5357142857142857 0.6180422264875239 0.2087086697424068
6 25% 0.66377403112603 0.6626105290467492 0.6686827956989247 0.6632324188854375 0.21952635785255514
7 50% 0.743622126799697 0.6745982073285375 0.7545620437956204 0.6796588338345242 0.22754140582582666
8 75% 0.8858906487772468 0.7991587383707855 0.8808977994328847 0.7876280290846644 0.31932734457465783
9 max 0.9904940003116721 0.9974911652507664 1.0395010395010396 0.9879153198800268 0.4974943123766659