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]

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

duplicationRate_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+-0.9373322232539486 vs. 0.0+-0.937332470173255: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

duplicationRate_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+-2.7771689592784097 vs. 0.0+-2.777168959282591: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

duplicationRate_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+-0.12372552877478392 vs. 0.0+-0.12382642185945868: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

fakerate_vs_eta

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
Chi2Test is not applicable
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/14 bins, cf. 3.7416573867739413
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 0.08615712413988211+-0.9376324968487034 vs. 0.0862119852352855+-0.9376330861304112: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

fakerate_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: 0.002798376941374003+-2.777169043834446 vs. 0.002800336040324839+-2.777169043956894: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

fakerate_vs_phi

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
Chi2Test is not applicable
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/17 bins, cf. 4.123105625617661
pull < 1 in 100/100 bins, cf. 10.0
Intregal: 0.26304455576419894+-0.14348568517470808 vs. 0.26342247685150216+-0.14362746207767058: (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: 9003.0+-94.88413987595608 vs. 9003.0+-94.88413987595608: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3
Intregal: 9003.0+-94.88413987595608 vs. 9003.0+-94.88413987595608: (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 0/13 bins, cf. 3.605551275463989
(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: 9003.0+-94.88413987595608 vs. 9003.0+-94.88413987595608: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3
Intregal: 9003.0+-94.88413987595608 vs. 9003.0+-94.88413987595608: (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 0/35 bins, cf. 5.916079783099616
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 14.16608842233244+-0.41617010505757834 vs. 14.166937611720268+-0.41616493343651667: (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 0/3 bins, cf. 1.7320508075688772
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 0.4752238563729176+-0.09490641544261023 vs. 0.47521539306544996+-0.09490635827140363: (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: 439.3283268043286+-1.4240227167097155 vs. 439.3342442755397+-1.424156836178475: (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 0/7 bins, cf. 2.6457513110645907
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 171.47392596816167+-2.526135200198147 vs. 171.47493316052328+-2.526135295805417: (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 0/36 bins, cf. 6.0
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 2.293324156410205+-0.43179333907940154 vs. 2.290768070624585+-0.43179083548132513: (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: 0.05188548088916939+-0.0065905829857058965 vs. 0.051775830120891105+-0.006590010536191916: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.01 < 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
0.9543477435834681 > 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: 9003.0+-94.88413987595608 vs. 9003.0+-94.88413987595608: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3
Intregal: 9003.0+-94.88413987595608 vs. 9003.0+-94.88413987595608: (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
0.9543477435834681 > 0.01
1.0 > 0.68
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/13 bins, cf. 3.605551275463989
(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: 9003.0+-94.88413987595608 vs. 9003.0+-94.88413987595608: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3
Intregal: 9003.0+-94.88413987595608 vs. 9003.0+-94.88413987595608: (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: 883.811498778024+-1.1087825051963014 vs. 883.8537376215103+-1.108394050376849: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.03 < 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 0/5 bins, cf. 2.23606797749979
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 324.4702840239519+-0.9790436927297281 vs. 324.4726384646615+-0.9790428064876261: (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
0.9544918728831567 > 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: 9003.0+-94.88413987595608 vs. 9003.0+-94.88413987595608: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3
Intregal: 9003.0+-94.88413987595608 vs. 9003.0+-94.88413987595608: (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
0.9544918728831567 > 0.01
1.0 > 0.68
1.0 > 0.68
(a/b - 1) / sigma(a/b) > 3 for 0/13 bins, cf. 3.605551275463989
(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: 9003.0+-94.88413987595608 vs. 9003.0+-94.88413987595608: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3
Intregal: 9003.0+-94.88413987595608 vs. 9003.0+-94.88413987595608: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.00 < 3

trackeff_vs_DeltaR

Chi2Test KolmogorovTest RatioCheck ResidualCheck IntegralTest
Chi2Test is not applicable
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: 48.09210845944754+-2.794077622967346 vs. 48.070042424340265+-2.7940971038359455: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.01 < 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 0/36 bins, cf. 6.0
pull < 1 in 40/40 bins, cf. 6.324555320336759
Intregal: 27.58180960151563+-0.5203789465293697 vs. 27.5704541763671+-0.5204192640025344: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.02 < 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: 12.032088769464922+-2.777677062811297 vs. 12.031743027849156+-2.7776770672846514: (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: 80.25379860285798+-0.46303189602207995 vs. 80.22188130102411+-0.4632853088618085: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.05 < 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 0/42 bins, cf. 6.48074069840786
pull < 1 in 50/50 bins, cf. 7.0710678118654755
Intregal: 31.71337796017486+-1.495037708912029 vs. 31.692655485591253+-1.4950735690828691: (int_a - int_b) / sqrt(sigma(int_a)^2 + sigma(int_b)^2) = 0.01 < 3