cetin
/
tracking-parametrisation-tuner
1
1
Fork 0
Code Issues Pull Requests Projects Releases Wiki Activity
You can not select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
45 Commits
1 Branch
0 Tags
5.1 GiB
Tree: 3072bbcfb3
Branches Tags
${ item.name }
Create tag ${ searchTerm }
Create branch ${ searchTerm }
from '3072bbcfb3'
${ noResults }
tracking-parametrisation-tuner/data_matching/parameterisations/sample2/param_data_B.log

93 lines
6.1 KiB
Raw Normal View History

correct insanity cuts, and GEC Filter to eff options files trained network with correct parameterisation sample4 new effs with sample4 NN weights
7 months ago
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
​
  1. Run selection cuts = fromB == 1 && isElectron == 1 && pt > 10 && p > 1000 && p < 100000
  2. Parameterise magnet kink position ...
  3. Parameterisation for z_mag_x_fringe:
  4. intercept= 5204.294274514637
  5. coef= {'tx^2': -348.1984250434427, 'tx dSlope_fringe': 737.5964661385697, 'ty^2': -169.1420942361226, 'dSlope_fringe^2': 443.1020295923447}
  6. r2 score= 0.9511055656847114
  7. RMSE = 7.941010193840821
  9. Parameterisation for z_mag_xEndT:
  10. intercept= 5282.803600268062
  11. coef= {'dSlope_xEndT_abs': -44.185096933232614, 'x_EndT_abs': 0.01758980252386834, 'tx^2': -1537.9888159555915, 'dSlope_xEndT^2': 358.8538702115145}
  12. r2 score= 0.7310239662348846
  13. RMSE = 22.210433053785547
  15. Parameterise track model ...
  16. Parameterisation for CX_ex:
  17. intercept= 0.0
  18. coef= {'dSlope_fringe': 2.3651938744210517e-05, 'tx dSlope_fringe': -2.4718153204881903e-07, 'ty dSlope_fringe': -2.7690299120794934e-07, 'tx^2 dSlope_fringe': 2.508478321635503e-05, 'tx ty dSlope_fringe': -7.508022621065355e-06, 'ty^2 dSlope_fringe': -0.00039258296680414194}
  19. r2 score= 0.980934970396141
  20. RMSE = 5.211737275909603e-07
  22. Parameterisation for DX_ex:
  23. intercept= 0.0
  24. coef= {'dSlope_fringe': -7.183029512898401e-09, 'tx dSlope_fringe': 1.6430895054251044e-10, 'ty dSlope_fringe': 3.1143173077871784e-10, 'tx^2 dSlope_fringe': -2.0582932667061724e-09, 'tx ty dSlope_fringe': 2.6856200665886875e-09, 'ty^2 dSlope_fringe': 1.0749331088200651e-07}
  25. r2 score= 0.9687668079983248
  26. RMSE = 2.0408606565032344e-10
  28. Parameterisation for y_ref_straight_diff:
  29. intercept= 0.0
  30. coef= {'dSlope_fringe': 2.504923275584172, 'ty dSlope_fringe_abs': 92.4086343789379, 'ty tx dSlope_fringe': 5818.867378383749, 'ty^3 dSlope_fringe_abs': -8083.04568210194, 'ty tx^2 dSlope_fringe_abs': -3735.5853018571634, 'ty^3 tx dSlope_fringe': 18033.75939906904, 'ty tx^3 dSlope_fringe': -3181.17231050616, 'ty^3 tx^2 dSlope_fringe_abs': 115431.05521920368}
  31. r2 score= 0.9514827043201838
  32. RMSE = 4.565052952360148
  34. Parameterisation for y_straight_diff_l1:
  35. intercept= 0.0
  36. coef= {'dSlope_fringe': 2.06193496447819, 'ty dSlope_fringe_abs': 178.58670055636662, 'ty tx dSlope_fringe': 4933.9980834516955, 'ty^3 dSlope_fringe_abs': -5989.782562960663, 'ty tx^2 dSlope_fringe_abs': -3803.247898143819, 'ty^3 tx dSlope_fringe': 17607.149465820912, 'ty tx^3 dSlope_fringe': -3298.587154728303, 'ty^3 tx^2 dSlope_fringe_abs': 98108.91423364067}
  37. r2 score= 0.9518214904125817
  38. RMSE = 3.571818025281365
  40. Parameterisation for y_straight_diff_l2:
  41. intercept= 0.0
  42. coef= {'dSlope_fringe': 2.1102885866738106, 'ty dSlope_fringe_abs': 170.79984391320363, 'ty tx dSlope_fringe': 5027.519452338939, 'ty^3 dSlope_fringe_abs': -6234.112770314693, 'ty tx^2 dSlope_fringe_abs': -3812.2056333090277, 'ty^3 tx dSlope_fringe': 17702.577817674854, 'ty tx^3 dSlope_fringe': -3295.9929385463493, 'ty^3 tx^2 dSlope_fringe_abs': 100213.69136832686}
  43. r2 score= 0.9524534140043608
  44. RMSE = 3.6474097398690772
  46. Parameterisation for y_straight_diff_l5:
  47. intercept= 0.0
  48. coef= {'dSlope_fringe': 2.547635326797324, 'ty dSlope_fringe_abs': 82.93933462708969, 'ty tx dSlope_fringe': 5906.88098227199, 'ty^3 dSlope_fringe_abs': -8268.967972411678, 'ty tx^2 dSlope_fringe_abs': -3716.1786733072126, 'ty^3 tx dSlope_fringe': 18023.932720819746, 'ty tx^3 dSlope_fringe': -3165.482387461017, 'ty^3 tx^2 dSlope_fringe_abs': 116885.5736458388}
  49. r2 score= 0.9509218179822185
  50. RMSE = 4.69185373756126
  52. Parameterisation for y_straight_diff_l6:
  53. intercept= 0.0
  54. coef= {'dSlope_fringe': 2.600288255464069, 'ty dSlope_fringe_abs': 71.1601965913926, 'ty tx dSlope_fringe': 6014.674228745354, 'ty^3 dSlope_fringe_abs': -8490.942138317274, 'ty tx^2 dSlope_fringe_abs': -3690.6929935728, 'ty^3 tx dSlope_fringe': 18009.760695804787, 'ty tx^3 dSlope_fringe': -3146.045950082512, 'ty^3 tx^2 dSlope_fringe_abs': 118635.81920417435}
  55. r2 score= 0.9501698470032535
  56. RMSE = 4.8520733997843255
  58. Parameterisation for y_straight_diff_l9:
  59. intercept= 0.0
  60. coef= {'dSlope_fringe': 3.0843430497664124, 'ty dSlope_fringe_abs': -39.686968106726, 'ty tx dSlope_fringe': 7006.584828466226, 'ty^3 dSlope_fringe_abs': -10366.665848435327, 'ty tx^2 dSlope_fringe_abs': -3405.885485937598, 'ty^3 tx dSlope_fringe': 17521.619970089232, 'ty tx^3 dSlope_fringe': -2999.1387338164445, 'ty^3 tx^2 dSlope_fringe_abs': 133011.59030251123}
  61. r2 score= 0.9417070488218031
  62. RMSE = 6.49177016805215
  64. Parameterisation for y_straight_diff_l10:
  65. intercept= 0.0
  66. coef= {'dSlope_fringe': 3.141903601599932, 'ty dSlope_fringe_abs': -52.88939238378475, 'ty tx dSlope_fringe': 7124.369933438938, 'ty^3 dSlope_fringe_abs': -10575.644961794284, 'ty tx^2 dSlope_fringe_abs': -3369.2890674630526, 'ty^3 tx dSlope_fringe': 17429.78994336067, 'ty tx^3 dSlope_fringe': -2986.611303660346, 'ty^3 tx^2 dSlope_fringe_abs': 134572.5752802516}
  67. r2 score= 0.9406637330232608
  68. RMSE = 6.698615317342328
  70. Parameterisation for ty_ref_straight_diff:
  71. intercept= 0.0
  72. coef= {'ty tx dSlope_fringe': 0.9870717850585039, 'ty dSlope_fringe^2': -0.4976516719011502, 'ty^3 dSlope_fringe_abs': -2.5682958729229592, 'ty tx^2 dSlope_fringe_abs': 0.8970663737107117, 'ty tx^3 dSlope_fringe': 1.4540251292812194, 'ty^3 tx^2 dSlope_fringe_abs': 12.539824059085458}
  73. r2 score= 0.9707116376090645
  74. RMSE = 0.0015004990606681794
  76. Parameterisation for CY_ex:
  77. intercept= 0.0
  78. coef= {'ty dSlope_fringe_abs': -7.464987093115252e-06, 'ty tx dSlope_fringe': 4.412035012762941e-05, 'ty dSlope_fringe^2': -5.007621394169884e-05, 'ty^3 dSlope_fringe_abs': 0.00021094521102540647, 'ty tx^2 dSlope_fringe_abs': 8.91399421610022e-05}
  79. r2 score= 0.9753697694815069
  80. RMSE = 9.19655432350294e-08
  82. Parameterisation for yDiffOut:
  83. intercept= 0.0
  84. coef= {'ty dSlope_xEndT^2': -1984.2882091279218, 'ty dSlope_yEndT^2': -42174.48891587323}
  85. r2 score= 0.7297548912226524
  86. RMSE = 17.391138740099642
  88. Parameterisation for yDiffEndT:
  89. intercept= 0.0
  90. coef= {'dSlope_yEndT': 4700.747153107311, 'ty dSlope_xEndT_abs': 45.40720809943048, 'ty dSlope_yEndT_abs': 2514.738958543279, 'ty tx dSlope_xEndT': 1858.8119307400252, 'ty dSlope_xEndT^2': 1800.892373791363, 'ty dSlope_yEndT^2': 392.9683629800529, 'tx^2 dSlope_yEndT': -120.80799327543636, 'ty tx^2 dSlope_xEndT_abs': -2255.183942819593, 'ty^3 tx dSlope_xEndT': 20645.081206990108}
  91. r2 score= 0.9975475079814136
  92. RMSE = 1.3952354536750313