NCS/age_cache_simulation
1
0
Fork 0
Code Issues Pull Requests Packages Projects Releases Wiki Activity

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

Browse Source 
- 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
Download Patch File Download Diff File Expand all files Collapse all files

201
experiments/No_Refresh_1_0s_ttl/details.csv
View File

@@ -1,100 +1,101 @@
obj_id,access_count,hits,misses,mu,lambda,hit_rate,avg_age
1,127,68,59,0,1,0.6925925925925925,0.3148148148148148
2,270,187,83,0,2,0.7551020408163265,0.36989795918367346
3,392,296,96,0,3,0.6380090497737556,0.3438914027149321
4,221,141,80,0,2,0.5217391304347826,0.2391304347826087
5,138,72,66,0,1,0.518796992481203,0.23308270676691728
6,133,69,64,0,1,0.7340720221606648,0.34349030470914127
7,361,265,96,0,3,0.7817796610169492,0.3983050847457627
8,472,369,103,0,4,0.6451612903225806,0.29838709677419356
9,248,160,88,0,2,0.49122807017543857,0.2719298245614035
10,114,56,58,0,1,0.7445054945054945,0.3324175824175824
11,364,271,93,0,3,0.5112781954887218,0.21052631578947367
12,133,68,65,0,1,0.45217391304347826,0.21739130434782608
13,115,52,63,0,1,0.5,0.14516129032258066
14,124,62,62,0,1,0.6787003610108303,0.33212996389891697
15,277,188,89,0,2,0.9251269035532995,0.48286802030456855
16,1576,1458,118,0,12,0.4793388429752066,0.30578512396694213
17,121,58,63,0,1,0.6875,0.31985294117647056
18,272,187,85,0,2,0.5182481751824818,0.24817518248175183
19,137,71,66,0,1,0.49242424242424243,0.29545454545454547
20,132,65,67,0,1,0.4883720930232558,0.29457364341085274
21,129,63,66,0,1,0.41,0.17
22,100,41,59,0,1,0.5,0.21929824561403508
23,114,57,57,0,1,0.4782608695652174,0.18840579710144928
24,138,66,72,0,1,0.5158730158730159,0.3333333333333333
25,126,65,61,0,1,0.5149253731343284,0.2462686567164179
26,134,69,65,0,1,0.49242424242424243,0.3181818181818182
27,132,65,67,0,1,0.5277777777777778,0.2847222222222222
28,144,76,68,0,1,0.8317610062893082,0.38522012578616355
29,636,529,107,0,5,0.5220588235294118,0.23529411764705882
30,136,71,65,0,1,0.4957983193277311,0.2857142857142857
31,119,59,60,0,1,0.4491525423728814,0.2627118644067797
32,118,53,65,0,1,0.8493723849372385,0.39748953974895396
33,717,609,108,0,6,0.4830508474576271,0.2711864406779661
34,118,57,61,0,1,0.42,0.24
35,100,42,58,0,1,0.475,0.20833333333333334
36,120,57,63,0,1,0.5037037037037037,0.26666666666666666
37,135,68,67,0,1,0.5434782608695652,0.34057971014492755
38,138,75,63,0,1,0.5378787878787878,0.21212121212121213
39,132,71,61,0,1,0.47413793103448276,0.28448275862068967
40,116,55,61,0,1,0.7891440501043842,0.42379958246346555
41,479,378,101,0,4,0.7545219638242894,0.35658914728682173
42,387,292,95,0,3,0.4918032786885246,0.2540983606557377
43,122,60,62,0,1,0.6745098039215687,0.36470588235294116
44,255,172,83,0,2,0.6626016260162602,0.3780487804878049
45,246,163,83,0,2,0.8800436205016358,0.42748091603053434
46,917,807,110,0,7,0.5078125,0.2734375
47,128,65,63,0,1,0.8639705882352942,0.4019607843137255
48,816,705,111,0,6,0.6853932584269663,0.32209737827715357
49,267,183,84,0,2,0.5448275862068965,0.2620689655172414
50,145,79,66,0,1,0.723342939481268,0.345821325648415
51,347,251,96,0,3,0.8771929824561403,0.3925438596491228
52,912,800,112,0,7,0.4824561403508772,0.2631578947368421
53,114,55,59,0,1,0.6768060836501901,0.376425855513308
54,263,178,85,0,2,0.6886446886446886,0.3772893772893773
55,273,188,85,0,2,0.6937269372693727,0.33210332103321033
56,271,188,83,0,2,0.9479793637145314,0.4484092863284609
57,2326,2205,121,0,18,0.45901639344262296,0.26229508196721313
58,122,56,66,0,1,0.5193798449612403,0.2713178294573643
59,129,67,62,0,1,0.48507462686567165,0.22388059701492538
60,134,65,69,0,1,0.95267892061009,0.409464215877982
61,2557,2436,121,0,20,0.5547445255474452,0.27007299270072993
62,137,76,61,0,1,0.8406015037593985,0.40601503759398494
63,665,559,106,0,5,0.9171388101983002,0.42209631728045327
64,1412,1295,117,0,11,0.8772123893805309,0.42367256637168144
65,904,793,111,0,7,0.6272727272727273,0.33181818181818185
66,220,138,82,0,2,0.5333333333333333,0.37777777777777777
67,135,72,63,0,1,0.5217391304347826,0.21014492753623187
68,138,72,66,0,1,0.7525510204081632,0.32653061224489793
69,392,295,97,0,3,0.5333333333333333,0.25
70,120,64,56,0,1,0.7930327868852459,0.3790983606557377
71,488,387,101,0,4,0.6434782608695652,0.3782608695652174
72,230,148,82,0,2,0.6244725738396625,0.3206751054852321
73,237,148,89,0,2,0.4959349593495935,0.23577235772357724
74,123,61,62,0,1,0.5433070866141733,0.2755905511811024
75,127,69,58,0,1,0.49624060150375937,0.2781954887218045
76,133,66,67,0,1,0.8998242530755711,0.4305799648506151
77,1138,1024,114,0,9,0.9664941432852084,0.4652683192590575
78,3671,3548,123,0,29,0.4609375,0.1171875
79,128,59,69,0,1,0.4473684210526316,0.2719298245614035
80,114,51,63,0,1,0.5112781954887218,0.21052631578947367
81,133,68,65,0,1,0.6544715447154471,0.32113821138211385
82,246,161,85,0,2,0.47107438016528924,0.256198347107438
83,121,57,64,0,1,0.6538461538461539,0.29914529914529914
84,234,153,81,0,2,0.7487046632124352,0.35751295336787564
85,386,289,97,0,3,0.6614785992217899,0.35019455252918286
86,257,170,87,0,2,0.4621212121212121,0.23484848484848486
87,132,61,71,0,1,0.4491525423728814,0.11864406779661017
88,118,53,65,0,1,0.8269841269841269,0.4523809523809524
89,630,521,109,0,5,0.5114503816793893,0.20610687022900764
90,131,67,64,0,1,0.8143382352941176,0.40808823529411764
91,544,443,101,0,4,0.6861313868613139,0.3357664233576642
92,274,188,86,0,2,0.5390070921985816,0.2907801418439716
93,141,76,65,0,1,0.6614785992217899,0.377431906614786
94,257,170,87,0,2,0.8872255489021956,0.4550898203592814
95,1002,889,113,0,8,0.48905109489051096,0.24087591240875914
96,137,67,70,0,1,0.7407407407407407,0.3492063492063492
97,378,280,98,0,3,0.5037593984962406,0.2631578947368421
98,133,67,66,0,1,0.4782608695652174,0.23478260869565218
99,115,55,60,0,1,0.5106382978723404,0.2127659574468085
obj_id,access_count,hits,misses,mu,lambda,hit_rate,avg_age,expected_age,age_delta
1,8497,7552,945,0,8,0.8887842768035777,0.4606331646463458,0.39496874534662935,0.06566441929971645
2,1059,533,526,0,1,0.5033050047214354,0.24834749763928235,0.12665796388882203,0.12168953375046032
3,1114,579,535,0,1,0.5197486535008977,0.2585278276481149,0.13506933140799812,0.12345849624011676
4,3208,2416,792,0,3,0.7531172069825436,0.38154613466334164,0.2835927637265937,0.09795337093674794
5,1085,547,538,0,1,0.504147465437788,0.24792626728110598,0.1270823334536728,0.12084393382743316
6,72758,71706,1052,0,68,0.9855411088814976,0.4781329888122268,0.48564563864768595,-0.007512649835459129
7,5291,4397,894,0,5,0.831033831033831,0.4379134379134379,0.345308614161383,0.09260482375205492
8,2045,1354,691,0,2,0.6621026894865526,0.3212713936430318,0.21918998571266315,0.10208140793036866
9,1078,544,534,0,1,0.5046382189239332,0.23840445269016697,0.12732986599935978,0.11107458669080719
10,1068,541,527,0,1,0.5065543071161048,0.25842696629213485,0.1282986330289385,0.13012833326319634
11,1096,551,545,0,1,0.5027372262773723,0.2527372262773723,0.1263723593425329,0.12636486693483936
12,6409,5485,924,0,6,0.8558277422374786,0.44874395381494775,0.36622056219165006,0.08252339162329769
13,1052,528,524,0,1,0.5019011406844106,0.2461977186311787,0.12595237751015625,0.12024534112102245
14,1047,521,526,0,1,0.4976122254059217,0.25501432664756446,0.12380896343671692,0.13120536321084753
15,1067,534,533,0,1,0.5004686035613871,0.24461105904404873,0.12523441157534243,0.1193766474687063
16,1004,488,516,0,1,0.4860557768924303,0.2300796812749004,0.11812510912525198,0.11195457214964841
17,1034,511,523,0,1,0.4941972920696325,0.26305609284332687,0.12211548174447881,0.14094061109884806
18,2189,1476,713,0,2,0.6742804933759707,0.33805390589310186,0.22732709187367126,0.1107268140194306
19,1079,545,534,0,1,0.505097312326228,0.25301204819277107,0.12756164745958956,0.1254504007331815
20,3251,2439,812,0,3,0.7502306982466933,0.3888034450938173,0.2814230502958605,0.1073803947979568
21,1035,504,531,0,1,0.48695652173913045,0.24154589371980675,0.11856332703213611,0.12298256668767064
22,106777,105720,1057,0,100,0.9901008644183672,0.4812178652706107,0.490149860860999,-0.008931995590388264
23,1052,524,528,0,1,0.49809885931558934,0.2623574144486692,0.12405123682574563,0.13830617762292358
24,1093,556,537,0,1,0.5086916742909423,0.25434583714547115,0.12938360974646107,0.12496222739901008
25,1091,550,541,0,1,0.5041246562786434,0.24289642529789185,0.1270708345340302,0.11582559076386165
26,2158,1444,714,0,2,0.6691380908248378,0.34615384615384615,0.22387289229635443,0.12228095385749171
27,1115,570,545,0,1,0.5112107623318386,0.273542600896861,0.13066822176194978,0.14287437913491122
28,1026,496,530,0,1,0.4834307992202729,0.23391812865497075,0.1168526688173759,0.11706545983759485
29,1148,601,547,0,1,0.5235191637630662,0.25435540069686413,0.13703615741359004,0.11731924328327409
30,1051,518,533,0,1,0.4928639391056137,0.2445290199809705,0.12145743123535105,0.12307158874561946
31,4276,3424,852,0,4,0.8007483629560337,0.3931244153414406,0.3205989703883839,0.07252544495305668
32,1082,549,533,0,1,0.5073937153419593,0.2587800369685767,0.12872419118425862,0.13005584578431809
33,1047,520,527,0,1,0.49665711556829034,0.25501432664756446,0.12333414522230705,0.1316801814252574
34,1070,542,528,0,1,0.5065420560747663,0.25794392523364484,0.12829242728622586,0.12965149794741898
35,2102,1394,708,0,2,0.6631779257849667,0.33206470028544244,0.2199024806242254,0.11216221966121703
36,3123,2337,786,0,3,0.7483189241114313,0.3682356708293308,0.27999060609164506,0.08824506473768573
37,1086,544,542,0,1,0.5009208103130756,0.2605893186003683,0.12546082910235412,0.1351284894980142
38,16017,15016,1001,0,15,0.9375039021040145,0.4535181369794593,0.43945678323012677,0.014061353749332539
39,14803,13809,994,0,14,0.9328514490306019,0.47882186043369585,0.43510591297924683,0.04371594745444901
40,1097,551,546,0,1,0.5022789425706472,0.26071103008204194,0.12614206807494374,0.1345689620070982
41,9511,8550,961,0,9,0.8989590999894859,0.43843970139838084,0.4040637317269532,0.03437596967142764
42,2122,1407,715,0,2,0.6630537229029217,0.33176248821866167,0.21982011972771226,0.1119423684909494
43,1032,512,520,0,1,0.49612403100775193,0.2315891472868217,0.1230695270716904,0.1085196202151313
44,1072,530,542,0,1,0.4944029850746269,0.23507462686567165,0.12221715582535086,0.11285747104032079
45,2067,1361,706,0,2,0.6584421867440735,0.3217223028543783,0.21677305664215868,0.10494924621221963
46,4131,3282,849,0,4,0.794480755265069,0.3793270394577584,0.3155998352432772,0.06372720421448119
47,1018,503,515,0,1,0.49410609037328096,0.2475442043222004,0.12207041427198445,0.12547379005021594
48,2107,1400,707,0,2,0.6644518272425249,0.34219269102990035,0.2207481153629651,0.12144457566693526
49,2089,1375,714,0,2,0.6582096696984203,0.32168501675442795,0.2166199846422518,0.10506503211217616
50,3203,2404,799,0,3,0.7505463627848892,0.3999375585388698,0.2816599213448132,0.1182776371940566
51,8539,7589,950,0,8,0.8887457547722216,0.43506265370652303,0.39493450831282295,0.040128145393700076
52,1011,490,521,0,1,0.4846686449060336,0.24727992087042533,0.11745184767752545,0.12982807319289988
53,2127,1426,701,0,2,0.6704278326281147,0.31969910672308416,0.22473673938121566,0.0949623673418685
54,1117,580,537,0,1,0.5192479856759177,0.2739480752014324,0.13480923531424902,0.13913883988718337
55,1018,494,524,0,1,0.48526522593320237,0.2593320235756385,0.11774116975000097,0.14159085382563752
56,1031,498,533,0,1,0.4830261881668283,0.25897187196896215,0.11665714922748811,0.14231472274147405
57,3214,2411,803,0,3,0.7501555693839452,0.3690105787181083,0.2813666891388755,0.08764388957923275
58,2074,1369,705,0,2,0.6600771456123433,0.32690453230472516,0.21785091907986934,0.10905361322485582
59,1093,557,536,0,1,0.5096065873741995,0.2808783165599268,0.12984943694758883,0.15102887961233796
60,1110,568,542,0,1,0.5117117117117117,0.2702702702702703,0.13092443795146497,0.13934583231880532
61,3122,2330,792,0,3,0.7463164638052531,0.35490070467648943,0.2784941320733888,0.07640657260310063
62,1020,500,520,0,1,0.49019607843137253,0.2519607843137255,0.12014609765474817,0.13181468665897733
63,1128,572,556,0,1,0.5070921985815603,0.26773049645390073,0.1285712489311403,0.13915924752276043
64,1065,524,541,0,1,0.492018779342723,0.2300469483568075,0.12104123961295156,0.10900570874385594
65,1090,557,533,0,1,0.5110091743119266,0.25871559633027524,0.1305651881154785,0.12815040821479676
66,1050,522,528,0,1,0.49714285714285716,0.24666666666666667,0.12357551020408164,0.12309115646258503
67,1036,520,516,0,1,0.5019305019305019,0.2528957528957529,0.1259671143841028,0.1269286385116501
68,1109,569,540,0,1,0.5130748422001803,0.27051397655545534,0.13162289684936995,0.13889107970608539
69,2172,1451,721,0,2,0.66804788213628,0.3287292817679558,0.2231439864133845,0.10558529535457128
70,1056,521,535,0,1,0.4933712121212121,0.2547348484848485,0.12170757647497703,0.13302727200987147
71,2040,1334,706,0,2,0.653921568627451,0.3137254901960784,0.21380670895809303,0.0999187812379854
72,3181,2376,805,0,3,0.7469349261238605,0.37346746306193024,0.27895589193182846,0.09451157113010178
73,4293,3429,864,0,4,0.7987421383647799,0.3908688562776613,0.3189945017997706,0.0718743544778907
74,1058,526,532,0,1,0.497164461247637,0.2637051039697543,0.1235862507638266,0.14011885320592768
75,3147,2356,791,0,3,0.7486495074674293,0.3708293612964728,0.28023804251561224,0.09059131878086057
76,1000,483,517,0,1,0.483,0.259,0.1166445,0.14235550000000002
77,1089,549,540,0,1,0.5041322314049587,0.2433425160697888,0.1270746533706714,0.1162678626991174
78,82735,81681,1054,0,78,0.9872605306097783,0.48756874357889646,0.48734167764995046,0.00022706592894600197
79,1065,539,526,0,1,0.5061032863849765,0.2403755868544601,0.12807026824483675,0.11230531860962334
80,3172,2376,796,0,3,0.7490542244640606,0.38871374527112235,0.28054111559372763,0.10817262967739472
81,1089,541,548,0,1,0.4967860422405877,0.2460973370064279,0.1233981858825335,0.12269915112389441
82,2086,1388,698,0,2,0.6653883029721956,0.32358581016299137,0.22137079686610922,0.10221501329688215
83,1132,598,534,0,1,0.5282685512367491,0.2570671378091873,0.1395338311128869,0.11753330669630038
84,1097,550,547,0,1,0.5013673655423884,0.2515952597994531,0.12568461761545743,0.12591064218399564
85,27763,26736,1027,0,26,0.9630083204264669,0.4707704498793358,0.46369251260530236,0.007077937274033441
86,1093,549,544,0,1,0.5022872827081427,0.23787740164684354,0.12614625718516484,0.1117311444616787
87,1072,551,521,0,1,0.5139925373134329,0.25,0.13209416420695033,0.11790583579304967
88,6527,5606,921,0,6,0.8588938256473112,0.42699555691741997,0.3688493018675369,0.05814625504988308
89,1083,552,531,0,1,0.5096952908587258,0.25577100646352724,0.12989464476178053,0.1258763617017467
90,1096,563,533,0,1,0.5136861313868614,0.2518248175182482,0.1319367207895999,0.11988809672864831
91,1066,529,537,0,1,0.49624765478424016,0.2298311444652908,0.12313086743942919,0.1067002770258616
92,1051,521,530,0,1,0.49571836346336823,0.263558515699334,0.12286834793740002,0.14069016776193394
93,3116,2324,792,0,3,0.7458279845956355,0.3796534017971759,0.27812969130299375,0.10152371049418213
94,1061,519,542,0,1,0.4891611687087653,0.25164938737040526,0.11963932448626258,0.1320100628841427
95,1079,543,536,0,1,0.5032437442075997,0.2715477293790547,0.12662713304204198,0.1449205963370127
96,1080,542,538,0,1,0.5018518518518519,0.25092592592592594,0.12592764060356654,0.1249982853223594
97,1059,530,529,0,1,0.5004721435316336,0.23418319169027385,0.12523618322557403,0.10894700846469982
98,1049,516,533,0,1,0.4918970448045758,0.25738798856053385,0.12098135134373743,0.1364066372167964
99,2158,1438,720,0,2,0.6663577386468953,0.33086190917516217,0.222016317927302,0.10884559124786017
100,4233,3382,851,0,4,0.7989605480746516,0.40184266477675407,0.3191689786898738,0.08267368608688025
1 obj_id access_count hits misses mu lambda hit_rate avg_age expected_age age_delta
2 1 127 8497 68 7552 59 945 0 1 8 0.6925925925925925 0.8887842768035777 0.3148148148148148 0.4606331646463458 0.39496874534662935 0.06566441929971645
3 2 270 1059 187 533 83 526 0 2 1 0.7551020408163265 0.5033050047214354 0.36989795918367346 0.24834749763928235 0.12665796388882203 0.12168953375046032
4 3 392 1114 296 579 96 535 0 3 1 0.6380090497737556 0.5197486535008977 0.3438914027149321 0.2585278276481149 0.13506933140799812 0.12345849624011676
5 4 221 3208 141 2416 80 792 0 2 3 0.5217391304347826 0.7531172069825436 0.2391304347826087 0.38154613466334164 0.2835927637265937 0.09795337093674794
6 5 138 1085 72 547 66 538 0 1 0.518796992481203 0.504147465437788 0.23308270676691728 0.24792626728110598 0.1270823334536728 0.12084393382743316
7 6 133 72758 69 71706 64 1052 0 1 68 0.7340720221606648 0.9855411088814976 0.34349030470914127 0.4781329888122268 0.48564563864768595 -0.007512649835459129
8 7 361 5291 265 4397 96 894 0 3 5 0.7817796610169492 0.831033831033831 0.3983050847457627 0.4379134379134379 0.345308614161383 0.09260482375205492
9 8 472 2045 369 1354 103 691 0 4 2 0.6451612903225806 0.6621026894865526 0.29838709677419356 0.3212713936430318 0.21918998571266315 0.10208140793036866
10 9 248 1078 160 544 88 534 0 2 1 0.49122807017543857 0.5046382189239332 0.2719298245614035 0.23840445269016697 0.12732986599935978 0.11107458669080719
11 10 114 1068 56 541 58 527 0 1 0.7445054945054945 0.5065543071161048 0.3324175824175824 0.25842696629213485 0.1282986330289385 0.13012833326319634
12 11 364 1096 271 551 93 545 0 3 1 0.5112781954887218 0.5027372262773723 0.21052631578947367 0.2527372262773723 0.1263723593425329 0.12636486693483936
13 12 133 6409 68 5485 65 924 0 1 6 0.45217391304347826 0.8558277422374786 0.21739130434782608 0.44874395381494775 0.36622056219165006 0.08252339162329769
14 13 115 1052 52 528 63 524 0 1 0.5 0.5019011406844106 0.14516129032258066 0.2461977186311787 0.12595237751015625 0.12024534112102245
15 14 124 1047 62 521 62 526 0 1 0.6787003610108303 0.4976122254059217 0.33212996389891697 0.25501432664756446 0.12380896343671692 0.13120536321084753
16 15 277 1067 188 534 89 533 0 2 1 0.9251269035532995 0.5004686035613871 0.48286802030456855 0.24461105904404873 0.12523441157534243 0.1193766474687063
17 16 1576 1004 1458 488 118 516 0 12 1 0.4793388429752066 0.4860557768924303 0.30578512396694213 0.2300796812749004 0.11812510912525198 0.11195457214964841
18 17 121 1034 58 511 63 523 0 1 0.6875 0.4941972920696325 0.31985294117647056 0.26305609284332687 0.12211548174447881 0.14094061109884806
19 18 272 2189 187 1476 85 713 0 2 0.5182481751824818 0.6742804933759707 0.24817518248175183 0.33805390589310186 0.22732709187367126 0.1107268140194306
20 19 137 1079 71 545 66 534 0 1 0.49242424242424243 0.505097312326228 0.29545454545454547 0.25301204819277107 0.12756164745958956 0.1254504007331815
21 20 132 3251 65 2439 67 812 0 1 3 0.4883720930232558 0.7502306982466933 0.29457364341085274 0.3888034450938173 0.2814230502958605 0.1073803947979568
22 21 129 1035 63 504 66 531 0 1 0.41 0.48695652173913045 0.17 0.24154589371980675 0.11856332703213611 0.12298256668767064
23 22 100 106777 41 105720 59 1057 0 1 100 0.5 0.9901008644183672 0.21929824561403508 0.4812178652706107 0.490149860860999 -0.008931995590388264
24 23 114 1052 57 524 57 528 0 1 0.4782608695652174 0.49809885931558934 0.18840579710144928 0.2623574144486692 0.12405123682574563 0.13830617762292358
25 24 138 1093 66 556 72 537 0 1 0.5158730158730159 0.5086916742909423 0.3333333333333333 0.25434583714547115 0.12938360974646107 0.12496222739901008
26 25 126 1091 65 550 61 541 0 1 0.5149253731343284 0.5041246562786434 0.2462686567164179 0.24289642529789185 0.1270708345340302 0.11582559076386165
27 26 134 2158 69 1444 65 714 0 1 2 0.49242424242424243 0.6691380908248378 0.3181818181818182 0.34615384615384615 0.22387289229635443 0.12228095385749171
28 27 132 1115 65 570 67 545 0 1 0.5277777777777778 0.5112107623318386 0.2847222222222222 0.273542600896861 0.13066822176194978 0.14287437913491122
29 28 144 1026 76 496 68 530 0 1 0.8317610062893082 0.4834307992202729 0.38522012578616355 0.23391812865497075 0.1168526688173759 0.11706545983759485
30 29 636 1148 529 601 107 547 0 5 1 0.5220588235294118 0.5235191637630662 0.23529411764705882 0.25435540069686413 0.13703615741359004 0.11731924328327409
31 30 136 1051 71 518 65 533 0 1 0.4957983193277311 0.4928639391056137 0.2857142857142857 0.2445290199809705 0.12145743123535105 0.12307158874561946
32 31 119 4276 59 3424 60 852 0 1 4 0.4491525423728814 0.8007483629560337 0.2627118644067797 0.3931244153414406 0.3205989703883839 0.07252544495305668
33 32 118 1082 53 549 65 533 0 1 0.8493723849372385 0.5073937153419593 0.39748953974895396 0.2587800369685767 0.12872419118425862 0.13005584578431809
34 33 717 1047 609 520 108 527 0 6 1 0.4830508474576271 0.49665711556829034 0.2711864406779661 0.25501432664756446 0.12333414522230705 0.1316801814252574
35 34 118 1070 57 542 61 528 0 1 0.42 0.5065420560747663 0.24 0.25794392523364484 0.12829242728622586 0.12965149794741898
36 35 100 2102 42 1394 58 708 0 1 2 0.475 0.6631779257849667 0.20833333333333334 0.33206470028544244 0.2199024806242254 0.11216221966121703
37 36 120 3123 57 2337 63 786 0 1 3 0.5037037037037037 0.7483189241114313 0.26666666666666666 0.3682356708293308 0.27999060609164506 0.08824506473768573
38 37 135 1086 68 544 67 542 0 1 0.5434782608695652 0.5009208103130756 0.34057971014492755 0.2605893186003683 0.12546082910235412 0.1351284894980142
39 38 138 16017 75 15016 63 1001 0 1 15 0.5378787878787878 0.9375039021040145 0.21212121212121213 0.4535181369794593 0.43945678323012677 0.014061353749332539
40 39 132 14803 71 13809 61 994 0 1 14 0.47413793103448276 0.9328514490306019 0.28448275862068967 0.47882186043369585 0.43510591297924683 0.04371594745444901
41 40 116 1097 55 551 61 546 0 1 0.7891440501043842 0.5022789425706472 0.42379958246346555 0.26071103008204194 0.12614206807494374 0.1345689620070982
42 41 479 9511 378 8550 101 961 0 4 9 0.7545219638242894 0.8989590999894859 0.35658914728682173 0.43843970139838084 0.4040637317269532 0.03437596967142764
43 42 387 2122 292 1407 95 715 0 3 2 0.4918032786885246 0.6630537229029217 0.2540983606557377 0.33176248821866167 0.21982011972771226 0.1119423684909494
44 43 122 1032 60 512 62 520 0 1 0.6745098039215687 0.49612403100775193 0.36470588235294116 0.2315891472868217 0.1230695270716904 0.1085196202151313
45 44 255 1072 172 530 83 542 0 2 1 0.6626016260162602 0.4944029850746269 0.3780487804878049 0.23507462686567165 0.12221715582535086 0.11285747104032079
46 45 246 2067 163 1361 83 706 0 2 0.8800436205016358 0.6584421867440735 0.42748091603053434 0.3217223028543783 0.21677305664215868 0.10494924621221963
47 46 917 4131 807 3282 110 849 0 7 4 0.5078125 0.794480755265069 0.2734375 0.3793270394577584 0.3155998352432772 0.06372720421448119
48 47 128 1018 65 503 63 515 0 1 0.8639705882352942 0.49410609037328096 0.4019607843137255 0.2475442043222004 0.12207041427198445 0.12547379005021594
49 48 816 2107 705 1400 111 707 0 6 2 0.6853932584269663 0.6644518272425249 0.32209737827715357 0.34219269102990035 0.2207481153629651 0.12144457566693526
50 49 267 2089 183 1375 84 714 0 2 0.5448275862068965 0.6582096696984203 0.2620689655172414 0.32168501675442795 0.2166199846422518 0.10506503211217616
51 50 145 3203 79 2404 66 799 0 1 3 0.723342939481268 0.7505463627848892 0.345821325648415 0.3999375585388698 0.2816599213448132 0.1182776371940566
52 51 347 8539 251 7589 96 950 0 3 8 0.8771929824561403 0.8887457547722216 0.3925438596491228 0.43506265370652303 0.39493450831282295 0.040128145393700076
53 52 912 1011 800 490 112 521 0 7 1 0.4824561403508772 0.4846686449060336 0.2631578947368421 0.24727992087042533 0.11745184767752545 0.12982807319289988
54 53 114 2127 55 1426 59 701 0 1 2 0.6768060836501901 0.6704278326281147 0.376425855513308 0.31969910672308416 0.22473673938121566 0.0949623673418685
55 54 263 1117 178 580 85 537 0 2 1 0.6886446886446886 0.5192479856759177 0.3772893772893773 0.2739480752014324 0.13480923531424902 0.13913883988718337
56 55 273 1018 188 494 85 524 0 2 1 0.6937269372693727 0.48526522593320237 0.33210332103321033 0.2593320235756385 0.11774116975000097 0.14159085382563752
57 56 271 1031 188 498 83 533 0 2 1 0.9479793637145314 0.4830261881668283 0.4484092863284609 0.25897187196896215 0.11665714922748811 0.14231472274147405
58 57 2326 3214 2205 2411 121 803 0 18 3 0.45901639344262296 0.7501555693839452 0.26229508196721313 0.3690105787181083 0.2813666891388755 0.08764388957923275
59 58 122 2074 56 1369 66 705 0 1 2 0.5193798449612403 0.6600771456123433 0.2713178294573643 0.32690453230472516 0.21785091907986934 0.10905361322485582
60 59 129 1093 67 557 62 536 0 1 0.48507462686567165 0.5096065873741995 0.22388059701492538 0.2808783165599268 0.12984943694758883 0.15102887961233796
61 60 134 1110 65 568 69 542 0 1 0.95267892061009 0.5117117117117117 0.409464215877982 0.2702702702702703 0.13092443795146497 0.13934583231880532
62 61 2557 3122 2436 2330 121 792 0 20 3 0.5547445255474452 0.7463164638052531 0.27007299270072993 0.35490070467648943 0.2784941320733888 0.07640657260310063
63 62 137 1020 76 500 61 520 0 1 0.8406015037593985 0.49019607843137253 0.40601503759398494 0.2519607843137255 0.12014609765474817 0.13181468665897733
64 63 665 1128 559 572 106 556 0 5 1 0.9171388101983002 0.5070921985815603 0.42209631728045327 0.26773049645390073 0.1285712489311403 0.13915924752276043
65 64 1412 1065 1295 524 117 541 0 11 1 0.8772123893805309 0.492018779342723 0.42367256637168144 0.2300469483568075 0.12104123961295156 0.10900570874385594
66 65 904 1090 793 557 111 533 0 7 1 0.6272727272727273 0.5110091743119266 0.33181818181818185 0.25871559633027524 0.1305651881154785 0.12815040821479676
67 66 220 1050 138 522 82 528 0 2 1 0.5333333333333333 0.49714285714285716 0.37777777777777777 0.24666666666666667 0.12357551020408164 0.12309115646258503
68 67 135 1036 72 520 63 516 0 1 0.5217391304347826 0.5019305019305019 0.21014492753623187 0.2528957528957529 0.1259671143841028 0.1269286385116501
69 68 138 1109 72 569 66 540 0 1 0.7525510204081632 0.5130748422001803 0.32653061224489793 0.27051397655545534 0.13162289684936995 0.13889107970608539
70 69 392 2172 295 1451 97 721 0 3 2 0.5333333333333333 0.66804788213628 0.25 0.3287292817679558 0.2231439864133845 0.10558529535457128
71 70 120 1056 64 521 56 535 0 1 0.7930327868852459 0.4933712121212121 0.3790983606557377 0.2547348484848485 0.12170757647497703 0.13302727200987147
72 71 488 2040 387 1334 101 706 0 4 2 0.6434782608695652 0.653921568627451 0.3782608695652174 0.3137254901960784 0.21380670895809303 0.0999187812379854
73 72 230 3181 148 2376 82 805 0 2 3 0.6244725738396625 0.7469349261238605 0.3206751054852321 0.37346746306193024 0.27895589193182846 0.09451157113010178
74 73 237 4293 148 3429 89 864 0 2 4 0.4959349593495935 0.7987421383647799 0.23577235772357724 0.3908688562776613 0.3189945017997706 0.0718743544778907
75 74 123 1058 61 526 62 532 0 1 0.5433070866141733 0.497164461247637 0.2755905511811024 0.2637051039697543 0.1235862507638266 0.14011885320592768
76 75 127 3147 69 2356 58 791 0 1 3 0.49624060150375937 0.7486495074674293 0.2781954887218045 0.3708293612964728 0.28023804251561224 0.09059131878086057
77 76 133 1000 66 483 67 517 0 1 0.8998242530755711 0.483 0.4305799648506151 0.259 0.1166445 0.14235550000000002
78 77 1138 1089 1024 549 114 540 0 9 1 0.9664941432852084 0.5041322314049587 0.4652683192590575 0.2433425160697888 0.1270746533706714 0.1162678626991174
79 78 3671 82735 3548 81681 123 1054 0 29 78 0.4609375 0.9872605306097783 0.1171875 0.48756874357889646 0.48734167764995046 0.00022706592894600197
80 79 128 1065 59 539 69 526 0 1 0.4473684210526316 0.5061032863849765 0.2719298245614035 0.2403755868544601 0.12807026824483675 0.11230531860962334
81 80 114 3172 51 2376 63 796 0 1 3 0.5112781954887218 0.7490542244640606 0.21052631578947367 0.38871374527112235 0.28054111559372763 0.10817262967739472
82 81 133 1089 68 541 65 548 0 1 0.6544715447154471 0.4967860422405877 0.32113821138211385 0.2460973370064279 0.1233981858825335 0.12269915112389441
83 82 246 2086 161 1388 85 698 0 2 0.47107438016528924 0.6653883029721956 0.256198347107438 0.32358581016299137 0.22137079686610922 0.10221501329688215
84 83 121 1132 57 598 64 534 0 1 0.6538461538461539 0.5282685512367491 0.29914529914529914 0.2570671378091873 0.1395338311128869 0.11753330669630038
85 84 234 1097 153 550 81 547 0 2 1 0.7487046632124352 0.5013673655423884 0.35751295336787564 0.2515952597994531 0.12568461761545743 0.12591064218399564
86 85 386 27763 289 26736 97 1027 0 3 26 0.6614785992217899 0.9630083204264669 0.35019455252918286 0.4707704498793358 0.46369251260530236 0.007077937274033441
87 86 257 1093 170 549 87 544 0 2 1 0.4621212121212121 0.5022872827081427 0.23484848484848486 0.23787740164684354 0.12614625718516484 0.1117311444616787
88 87 132 1072 61 551 71 521 0 1 0.4491525423728814 0.5139925373134329 0.11864406779661017 0.25 0.13209416420695033 0.11790583579304967
89 88 118 6527 53 5606 65 921 0 1 6 0.8269841269841269 0.8588938256473112 0.4523809523809524 0.42699555691741997 0.3688493018675369 0.05814625504988308
90 89 630 1083 521 552 109 531 0 5 1 0.5114503816793893 0.5096952908587258 0.20610687022900764 0.25577100646352724 0.12989464476178053 0.1258763617017467
91 90 131 1096 67 563 64 533 0 1 0.8143382352941176 0.5136861313868614 0.40808823529411764 0.2518248175182482 0.1319367207895999 0.11988809672864831
92 91 544 1066 443 529 101 537 0 4 1 0.6861313868613139 0.49624765478424016 0.3357664233576642 0.2298311444652908 0.12313086743942919 0.1067002770258616
93 92 274 1051 188 521 86 530 0 2 1 0.5390070921985816 0.49571836346336823 0.2907801418439716 0.263558515699334 0.12286834793740002 0.14069016776193394
94 93 141 3116 76 2324 65 792 0 1 3 0.6614785992217899 0.7458279845956355 0.377431906614786 0.3796534017971759 0.27812969130299375 0.10152371049418213
95 94 257 1061 170 519 87 542 0 2 1 0.8872255489021956 0.4891611687087653 0.4550898203592814 0.25164938737040526 0.11963932448626258 0.1320100628841427
96 95 1002 1079 889 543 113 536 0 8 1 0.48905109489051096 0.5032437442075997 0.24087591240875914 0.2715477293790547 0.12662713304204198 0.1449205963370127
97 96 137 1080 67 542 70 538 0 1 0.7407407407407407 0.5018518518518519 0.3492063492063492 0.25092592592592594 0.12592764060356654 0.1249982853223594
98 97 378 1059 280 530 98 529 0 3 1 0.5037593984962406 0.5004721435316336 0.2631578947368421 0.23418319169027385 0.12523618322557403 0.10894700846469982
99 98 133 1049 67 516 66 533 0 1 0.4782608695652174 0.4918970448045758 0.23478260869565218 0.25738798856053385 0.12098135134373743 0.1364066372167964
100 99 115 2158 55 1438 60 720 0 1 2 0.5106382978723404 0.6663577386468953 0.2127659574468085 0.33086190917516217 0.222016317927302 0.10884559124786017
101 100 4233 3382 851 0 4 0.7989605480746516 0.40184266477675407 0.3191689786898738 0.08267368608688025