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 0/35 bins, cf. 5.916079783099616
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 34.048562133445444+-0.0466216150743836 vs. 34.048562133445444+-0.0466216150743836: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

completeness_vs_pT

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: 12.938897374374802+-0.015295000035775637 vs. 12.938897374374802+-0.015295000035775637: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

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: 97.33395315504504+-0.0815679345364953 vs. 97.33395315504504+-0.0815679345364953: (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+-1.0115882952345627 vs. 0.0+-1.0115882952345627: (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+-2.743254044807286 vs. 0.0+-2.743254044807286: (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+-0.1249638612608962 vs. 0.0+-0.1249638612608962: (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 0/12 bins, cf. 3.4641016151377544
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 0.09029916232339559+-1.0124214348744918 vs. 0.09029916232339559+-1.0124214348744918: (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: 0.0021031968592260235+-2.7432541108128863 vs. 0.0021031968592260235+-2.7432541108128863: (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 0/15 bins, cf. 3.872983346207417
pull < 1 in 100/100 bins, cf. 10.0
Intregal: 0.19791265482701711+-0.14029401449790502 vs. 0.19791265482701711+-0.14029401449790502: (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 pX Chi2Test pY KolmogorovTest pX KolmogorovTest pY RatioCheck pX RatioCheck pY ResidualCheck pX ResidualCheck pY IntegralTest pX IntegralTest pY
1.0 > 0.01
1.0 > 0.01
1.0 > 0.68
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/38 bins, cf. 6.164414002968976
(a/b - 1) / sigma(a/b) > 3 for 0/2 bins, cf. 1.4142135623730951
pull < 1 in 40/40 bins, cf. 6.324555320336759
pull < 1 in 30/30 bins, cf. 5.477225575051661
Intregal: 9090.0+-95.34149149242423 vs. 9090.0+-95.34149149242423: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3
Intregal: 9090.0+-95.34149149242423 vs. 9090.0+-95.34149149242423: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

nFakeTracks_vs_pT

Chi2Test pX Chi2Test pY KolmogorovTest pX KolmogorovTest pY RatioCheck pX RatioCheck pY ResidualCheck pX ResidualCheck pY IntegralTest pX IntegralTest pY
1.0 > 0.01
1.0 > 0.01
1.0 > 0.68
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/14 bins, cf. 3.7416573867739413
(a/b - 1) / sigma(a/b) > 3 for 0/2 bins, cf. 1.4142135623730951
pull < 1 in 40/40 bins, cf. 6.324555320336759
pull < 1 in 30/30 bins, cf. 5.477225575051661
Intregal: 9090.0+-95.34149149242423 vs. 9090.0+-95.34149149242423: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3
Intregal: 9090.0+-95.34149149242423 vs. 9090.0+-95.34149149242423: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

nHoles_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: 14.163174694858359+-0.21933894543571153 vs. 14.163174694858359+-0.21933894543571153: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

nHoles_vs_pT

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
Chi2Test is not applicable
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/2 bins, cf. 1.4142135623730951
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 0.22216646495655853+-0.019720885403480312 vs. 0.22216646495655853+-0.019720885403480312: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

nMeasurements_vs_eta

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
1.0 > 0.01
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/35 bins, cf. 5.916079783099616
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 437.46564058872264+-1.710323782329138 vs. 437.46564058872264+-1.710323782329138: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

nMeasurements_vs_pT

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
1.0 > 0.01
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/9 bins, cf. 3.0
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 171.85307337328175+-1.3418050390404224 vs. 171.85307337328175+-1.3418050390404224: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

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: 1.5302453950602655+-0.14861694964425096 vs. 1.5302453950602655+-0.14861694964425096: (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
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/2 bins, cf. 1.4142135623730951
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 0.04238372150229753+-0.005099775725705052 vs. 0.04238372150229753+-0.005099775725705052: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

nRecoTracks_vs_eta

Chi2Test pX Chi2Test pY KolmogorovTest pX KolmogorovTest pY RatioCheck pX RatioCheck pY ResidualCheck pX ResidualCheck pY IntegralTest pX IntegralTest pY
1.0 > 0.01
1.0 > 0.01
1.0 > 0.68
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/38 bins, cf. 6.164414002968976
(a/b - 1) / sigma(a/b) > 3 for 0/2 bins, cf. 1.4142135623730951
pull < 1 in 40/40 bins, cf. 6.324555320336759
pull < 1 in 30/30 bins, cf. 5.477225575051661
Intregal: 9090.0+-95.34149149242423 vs. 9090.0+-95.34149149242423: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3
Intregal: 9090.0+-95.34149149242423 vs. 9090.0+-95.34149149242423: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

nRecoTracks_vs_pT

Chi2Test pX Chi2Test pY KolmogorovTest pX KolmogorovTest pY RatioCheck pX RatioCheck pY ResidualCheck pX ResidualCheck pY IntegralTest pX IntegralTest pY
1.0 > 0.01
1.0 > 0.01
1.0 > 0.68
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/14 bins, cf. 3.7416573867739413
(a/b - 1) / sigma(a/b) > 3 for 0/2 bins, cf. 1.4142135623730951
pull < 1 in 40/40 bins, cf. 6.324555320336759
pull < 1 in 30/30 bins, cf. 5.477225575051661
Intregal: 9090.0+-95.3414914924242 vs. 9090.0+-95.3414914924242: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3
Intregal: 9090.0+-95.34149149242421 vs. 9090.0+-95.34149149242421: (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 0/35 bins, cf. 5.916079783099616
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 880.7956268254368+-1.828563194225893 vs. 880.7956268254368+-1.828563194225893: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

nStates_vs_pT

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
1.0 > 0.01
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/9 bins, cf. 3.0
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 331.18967538271073+-2.164576835751655 vs. 331.18967538271073+-2.164576835751655: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

nTruthMatchedTracks_vs_eta

Chi2Test pX Chi2Test pY KolmogorovTest pX KolmogorovTest pY RatioCheck pX RatioCheck pY ResidualCheck pX ResidualCheck pY IntegralTest pX IntegralTest pY
1.0 > 0.01
1.0 > 0.01
1.0 > 0.68
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/38 bins, cf. 6.164414002968976
(a/b - 1) / sigma(a/b) > 3 for 0/2 bins, cf. 1.4142135623730951
pull < 1 in 40/40 bins, cf. 6.324555320336759
pull < 1 in 30/30 bins, cf. 5.477225575051661
Intregal: 9090.0+-95.34149149242423 vs. 9090.0+-95.34149149242423: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3
Intregal: 9090.0+-95.34149149242423 vs. 9090.0+-95.34149149242423: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

nTruthMatchedTracks_vs_pT

Chi2Test pX Chi2Test pY KolmogorovTest pX KolmogorovTest pY RatioCheck pX RatioCheck pY ResidualCheck pX ResidualCheck pY IntegralTest pX IntegralTest pY
1.0 > 0.01
1.0 > 0.01
1.0 > 0.68
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/14 bins, cf. 3.7416573867739413
(a/b - 1) / sigma(a/b) > 3 for 0/2 bins, cf. 1.4142135623730951
pull < 1 in 40/40 bins, cf. 6.324555320336759
pull < 1 in 30/30 bins, cf. 5.477225575051661
Intregal: 9090.0+-95.34149149242423 vs. 9090.0+-95.34149149242423: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3
Intregal: 9090.0+-95.34149149242423 vs. 9090.0+-95.34149149242423: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

purity_vs_eta

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
1.0 > 0.01
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/32 bins, cf. 5.656854249492381
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 35.860301028943226+-0.010972450853921305 vs. 35.860301028943226+-0.010972450853921305: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

purity_vs_pT

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
1.0 > 0.01
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/2 bins, cf. 1.4142135623730951
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 12.994308404684721+-0.0007309877059443187 vs. 12.994308404684721+-0.0007309877059443187: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

purity_vs_phi

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
1.0 > 0.01
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/94 bins, cf. 9.695359714832659
pull < 1 in 100/100 bins, cf. 10.0
Intregal: 99.59975740488436+-0.02573680527286768 vs. 99.59975740488436+-0.02573680527286768: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

trackeff_vs_DeltaR

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
1.0 > 0.01
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/65 bins, cf. 8.06225774829855
pull < 1 in 100/100 bins, cf. 10.0
Intregal: 48.273573552070665+-2.6602059136309593 vs. 48.273573552070665+-2.6602059136309593: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

trackeff_vs_eta

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
Chi2Test is not applicable
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/35 bins, cf. 5.916079783099616
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 27.005862913058056+-0.5208937655809522 vs. 27.005862913058056+-0.5208937655809522: (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 0/13 bins, cf. 3.605551275463989
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 11.900005566974992+-2.7447918348358655 vs. 11.900005566974992+-2.7447918348358655: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

trackeff_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: 79.25576713832149+-0.47032266732523237 vs. 79.25576713832149+-0.47032266732523237: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

trackeff_vs_prodR

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
Chi2Test is not applicable
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/15 bins, cf. 3.872983346207417
pull < 1 in 100/100 bins, cf. 10.0
Intregal: 8.224630135585645+-4.511546650145133 vs. 8.224630135585645+-4.511546650145133: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

trackeff_vs_z0

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
Chi2Test is not applicable
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/44 bins, cf. 6.6332495807108
pull < 1 in 50/50 bins, cf. 7.0710678118654755
Intregal: 33.20046749884058+-1.2798753006024648 vs. 33.20046749884058+-1.2798753006024648: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3