ML Ambisolver | trackfinding | ttbar with 200 pileup | default seeding

physmon/data/trackfinding_ttbar_pu200/performance_finding_ckf_ml_solver.root [monitored] vs. CI/physmon/reference/trackfinding_ttbar_pu200/performance_finding_ckf_ml_solver.root [reference]

✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅ ✅

completeness_vs_eta

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
Chi2Test is not applicable
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/34 bins, cf. 5.830951894845301
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 32.65971535512886+-0.03893501769506861 vs. 32.65733348099221+-0.038914703650050314: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.04 < 3

completeness_vs_pT

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
1.0 > 0.01
KolmogorovTest is not applicable
(a/b - 1) / sigma(a/b) > 3 for 0/6 bins, cf. 2.449489742783178
pull < 1 in 40/40 bins, cf. 6.324555320336759
IntegralTest is not applicable

completeness_vs_phi

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
Chi2Test is not applicable
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/100 bins, cf. 10.0
pull < 1 in 100/100 bins, cf. 10.0
Intregal: 97.91047411157759+-0.06926626816773053 vs. 97.9106806090066+-0.06928369120865441: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

duplicationRatio_vs_eta

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
Chi2Test is not applicable
KolmogorovTest is not applicable
RatioCheck is not applicable
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 0.0+-1.1217785087152856 vs. 0.0+-1.1217783619586412: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

duplicationRatio_vs_pT

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
Chi2Test is not applicable
KolmogorovTest is not applicable
RatioCheck is not applicable
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 0.0+-2.7876417849536588 vs. 0.0+-2.7876417849517003: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

duplicationRatio_vs_phi

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
Chi2Test is not applicable
KolmogorovTest is not applicable
RatioCheck is not applicable
pull < 1 in 100/100 bins, cf. 10.0
Intregal: 0.0+-0.13089054782446521 vs. 0.0+-0.13085724723944658: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

fakeRatio_vs_eta

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
Chi2Test is not applicable
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/19 bins, cf. 4.358898943540674
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 0.14289023214951158+-1.122543113037823 vs. 0.14287021290510893+-1.1225428412747556: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

fakeRatio_vs_pT

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
Chi2Test is not applicable
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/1 bins, cf. 1.0
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 0.004136504605412483+-2.7876419131161945 vs. 0.004135282710194588+-2.7876419130386902: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

fakeRatio_vs_phi

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
Chi2Test is not applicable
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/27 bins, cf. 5.196152422706632
pull < 1 in 100/100 bins, cf. 10.0
Intregal: 0.38936249632388353+-0.15969866311114025 vs. 0.38936249632388353+-0.15967137077379434: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

nDuplicated_vs_eta

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
Chi2Test is not applicable
KolmogorovTest is not applicable
RatioCheck is not applicable
pull < 1 in 40/40 bins, cf. 6.324555320336759
IntegralTest is not applicable

nDuplicated_vs_pT

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
Chi2Test is not applicable
KolmogorovTest is not applicable
RatioCheck is not applicable
pull < 1 in 40/40 bins, cf. 6.324555320336759
IntegralTest is not applicable

nDuplicated_vs_phi

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
Chi2Test is not applicable
KolmogorovTest is not applicable
RatioCheck is not applicable
pull < 1 in 100/100 bins, cf. 10.0
IntegralTest is not applicable

nFakeTracks_vs_eta

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
1.0 > 0.01
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/51 bins, cf. 7.14142842854285
pull < 1 in 1200/1200 bins, cf. 34.64101615137755
Intregal: 8545.0+-92.43916918709297 vs. 8545.0+-92.43916918709297: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

nFakeTracks_vs_pT

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
1.0 > 0.01
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/12 bins, cf. 3.4641016151377544
pull < 1 in 1200/1200 bins, cf. 34.64101615137755
Intregal: 8545.0+-92.43916918709297 vs. 8545.0+-92.43916918709297: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

nHoles_vs_eta

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
0.9999995797412224 > 0.01
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/34 bins, cf. 5.830951894845301
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 9.371428644836813+-0.24522823645919187 vs. 9.39871840610645+-0.24543697445051404: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.08 < 3

nHoles_vs_pT

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
Chi2Test is not applicable
KolmogorovTest is not applicable
(a/b - 1) / sigma(a/b) > 3 for 0/2 bins, cf. 1.4142135623730951
pull < 1 in 40/40 bins, cf. 6.324555320336759
IntegralTest is not applicable

nMeasurements_vs_eta

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
1.0 > 0.01
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/34 bins, cf. 5.830951894845301
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 427.81643456731405+-1.0314286209806838 vs. 427.79643137144745+-1.0322456435180591: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.01 < 3

nMeasurements_vs_pT

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
1.0 > 0.01
KolmogorovTest is not applicable
(a/b - 1) / sigma(a/b) > 3 for 0/11 bins, cf. 3.3166247903554
pull < 1 in 40/40 bins, cf. 6.324555320336759
IntegralTest is not applicable

nOutliers_vs_eta

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
Chi2Test is not applicable
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/34 bins, cf. 5.830951894845301
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 1.153001719932307+-0.16972589461670545 vs. 1.1527436459569624+-0.16971682411378144: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

nOutliers_vs_pT

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
Chi2Test is not applicable
KolmogorovTest is not applicable
(a/b - 1) / sigma(a/b) > 3 for 0/3 bins, cf. 1.7320508075688772
pull < 1 in 40/40 bins, cf. 6.324555320336759
IntegralTest is not applicable

nRecoTracks_vs_eta

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
1.0 > 0.01
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/73 bins, cf. 8.54400374531753
pull < 1 in 1200/1200 bins, cf. 34.64101615137755
Intregal: 8545.0+-92.43916918709297 vs. 8545.0+-92.43916918709297: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

nRecoTracks_vs_pT

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
1.0 > 0.01
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/17 bins, cf. 4.123105625617661
pull < 1 in 1200/1200 bins, cf. 34.64101615137755
Intregal: 8545.0+-92.43916918709297 vs. 8545.0+-92.43916918709297: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

nSharedHits_vs_eta

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
Chi2Test is not applicable
KolmogorovTest is not applicable
RatioCheck is not applicable
pull < 1 in 40/40 bins, cf. 6.324555320336759
IntegralTest is not applicable

nSharedHits_vs_pT

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
Chi2Test is not applicable
KolmogorovTest is not applicable
RatioCheck is not applicable
pull < 1 in 40/40 bins, cf. 6.324555320336759
IntegralTest is not applicable

nStates_vs_eta

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
1.0 > 0.01
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/34 bins, cf. 5.830951894845301
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 852.5924491676524+-1.1801440905770482 vs. 852.5672720379919+-1.1805243408654555: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.02 < 3

nStates_vs_pT

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
1.0 > 0.01
KolmogorovTest is not applicable
(a/b - 1) / sigma(a/b) > 3 for 0/9 bins, cf. 3.0
pull < 1 in 40/40 bins, cf. 6.324555320336759
IntegralTest is not applicable

nTruthMatchedTracks_vs_eta

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
1.0 > 0.01
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/72 bins, cf. 8.48528137423857
pull < 1 in 1200/1200 bins, cf. 34.64101615137755
Intregal: 8545.0+-92.43916918709297 vs. 8545.0+-92.43916918709297: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

nTruthMatchedTracks_vs_pT

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
1.0 > 0.01
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/16 bins, cf. 4.0
pull < 1 in 1200/1200 bins, cf. 34.64101615137755
Intregal: 8545.0+-92.43916918709297 vs. 8545.0+-92.43916918709297: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

purity_vs_eta

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
Chi2Test is not applicable
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/34 bins, cf. 5.830951894845301
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 33.80203557807127+-0.023236117931530496 vs. 33.8024122891253+-0.023232971831537826: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.01 < 3

purity_vs_pT

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
1.0 > 0.01
KolmogorovTest is not applicable
(a/b - 1) / sigma(a/b) > 3 for 0/6 bins, cf. 2.449489742783178
pull < 1 in 40/40 bins, cf. 6.324555320336759
IntegralTest is not applicable

purity_vs_phi

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
1.0 > 0.01
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/93 bins, cf. 9.643650760992955
pull < 1 in 100/100 bins, cf. 10.0
Intregal: 99.58320652571483+-0.029540885665993628 vs. 99.5846894732462+-0.029503256642479218: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.04 < 3

trackeff_vs_DeltaR

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
0.999999999999999 > 0.01
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/61 bins, cf. 7.810249675906654
pull < 1 in 100/100 bins, cf. 10.0
Intregal: 50.18847471475601+-3.260103367176215 vs. 50.19790869951248+-3.2600908510528144: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

trackeff_vs_LogPt

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
Chi2Test is not applicable
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/8 bins, cf. 2.8284271247461903
pull < 1 in 11/11 bins, cf. 3.3166247903554
Intregal: 5.9833292961120605+-0.8915191249826103 vs. 5.983582675457001+-0.8915191001803543: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

trackeff_vs_LowPt

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
Chi2Test is not applicable
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/30 bins, cf. 5.477225575051661
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 24.544212996959686+-1.5925453512563854 vs. 24.550463020801544+-1.5925361931909219: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

trackeff_vs_d0

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
Chi2Test is not applicable
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/3 bins, cf. 1.7320508075688772
pull < 1 in 200/200 bins, cf. 14.142135623730951
Intregal: 2.2216734290122986+-7.001056203226381 vs. 2.222366452217102+-7.001056177546995: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

trackeff_vs_eta

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
0.999999999999981 > 0.01
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/40 bins, cf. 6.324555320336759
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 36.18822759389877+-0.24236304851668253 vs. 36.202513337135315+-0.24199493123483468: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.04 < 3

trackeff_vs_eta_ptRange_0

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
1.0 > 0.01
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/40 bins, cf. 6.324555320336759
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 35.73489207029343+-0.47748489608566186 vs. 35.73489207029343+-0.47748489608566186: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

trackeff_vs_eta_ptRange_1

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
1.0 > 0.01
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/6 bins, cf. 2.449489742783178
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 6.0+-3.028009889802287 vs. 6.0+-3.028009889802287: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

trackeff_vs_eta_ptRange_2

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
Chi2Test is not applicable
KolmogorovTest is not applicable
RatioCheck is not applicable
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 0.0+-3.122498999199199 vs. 0.0+-3.122498999199199: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

trackeff_vs_pT

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
1.0 > 0.01
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/11 bins, cf. 3.3166247903554
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 9.954247951507568+-2.793250640173194 vs. 9.954369246959686+-2.793250638512977: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

trackeff_vs_pT_absEtaRange_0

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
1.0 > 0.01
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/5 bins, cf. 2.23606797749979
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 4.320109963417053+-2.9917834313818465 vs. 4.320109963417053+-2.9917834313818465: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

trackeff_vs_pT_absEtaRange_1

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
1.0 > 0.01
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/8 bins, cf. 2.8284271247461903
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 7.688237547874451+-2.862039162472427 vs. 7.688237547874451+-2.862039162472427: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

trackeff_vs_pT_absEtaRange_2

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
1.0 > 0.01
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/10 bins, cf. 3.1622776601683795
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 9.430036842823029+-2.891851398377478 vs. 9.430434763431549+-2.8918513800520063: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

trackeff_vs_pT_absEtaRange_3

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
1.0 > 0.01
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/4 bins, cf. 2.0
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 3.8777917623519897+-2.977588679892048 vs. 3.8777917623519897+-2.977588679892048: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

trackeff_vs_phi

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
0.9996248082042952 > 0.01
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/100 bins, cf. 10.0
pull < 1 in 100/100 bins, cf. 10.0
Intregal: 85.04409807920456+-0.8267247211046348 vs. 85.08409804105759+-0.826191801190947: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.03 < 3

trackeff_vs_prodR

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
0.9999999999999606 > 0.01
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/14 bins, cf. 3.7416573867739413
pull < 1 in 100/100 bins, cf. 10.0
Intregal: 9.91255633533001+-4.670223421380158 vs. 9.912927135825157+-4.670223410112587: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

trackeff_vs_z0

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
0.9997956337106634 > 0.01
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/34 bins, cf. 5.830951894845301
pull < 1 in 50/50 bins, cf. 7.0710678118654755
Intregal: 29.13198095560074+-2.033074205130296 vs. 29.13944363594055+-2.0330639422149073: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3