API tools faq
paste
Advertisement
Guest User

Untitled

a guest
Aug 23rd, 2017
62
0
Never
Add comment
Not a member of Pastebin yet? Sign Up, it unlocks many cool features!
text 4.75 KB | None | 0 0
raw download clone embed print report
  1. ### [bt 2017-08-23 13:36:58]: This is batchtools v0.9.5.9000
  2. ### [bt 2017-08-23 13:36:58]: Starting calculation of 2 jobs
  3. ### [bt 2017-08-23 13:36:58]: Setting working directory to '/Users/DGola/Documents/Work/ag_cardio-classification/scripts/batch-workflow'
  4. ### [bt 2017-08-23 13:36:58]: Memory measurement disabled
  5. ### [bt 2017-08-23 13:36:58]: Starting job [batchtools job.id=1]
  6. Generating problem instance for problem 'BreastCancer' ...
  7. Applying algorithm 'classif.ranger.imputed.tuned' on problem 'BreastCancer' ...
  8. [Tune] Started tuning learner classif.ranger.imputed for parameter set:
  9. Type len Def Constr Req Tunable Trafo
  10. num.trees integer - - 100 to 5e+03 - TRUE Y
  11. mtry.perc numeric - - 0.05 to 0.5 - TRUE -
  12. min.node.size integer - - 10 to 100 - TRUE -
  13. replace logical - - - - TRUE -
  14. With control class: TuneControlRandom
  15. Imputation value: Inf
  16. [Tune-x] 1: num.trees=4.6e+03; mtry.perc=0.212; min.node.size=28; replace=FALSE
  17. [Tune-y] 1: auc.test.mean=0.9890056; time: 0.0 min
  18. [Tune-x] 2: num.trees=2e+03; mtry.perc=0.356; min.node.size=95; replace=FALSE
  19. [Tune-y] 2: auc.test.mean=0.9877463; time: 0.0 min
  20. [Tune-x] 3: num.trees=3.3e+03; mtry.perc=0.282; min.node.size=36; replace=FALSE
  21. [Tune-y] 3: auc.test.mean=0.9887333; time: 0.0 min
  22. [Tune-x] 4: num.trees=2.4e+03; mtry.perc=0.0685; min.node.size=55; replace=FALSE
  23. [Tune-y] 4: auc.test.mean=0.9892943; time: 0.0 min
  24. [Tune-x] 5: num.trees=2.6e+03; mtry.perc=0.0774; min.node.size=16; replace=TRUE
  25. [Tune-y] 5: auc.test.mean=0.9888685; time: 0.0 min
  26. [Tune-x] 6: num.trees=1.7e+03; mtry.perc=0.33; min.node.size=25; replace=FALSE
  27. [Tune-y] 6: auc.test.mean=0.9878012; time: 0.0 min
  28. [Tune-x] 7: num.trees=400; mtry.perc=0.0523; min.node.size=61; replace=TRUE
  29. [Tune-y] 7: auc.test.mean=0.9901661; time: 0.0 min
  30. [Tune-x] 8: num.trees=200; mtry.perc=0.0828; min.node.size=35; replace=TRUE
  31. [Tune-y] 8: auc.test.mean=0.9892304; time: 0.0 min
  32. [Tune-x] 9: num.trees=1.3e+03; mtry.perc=0.181; min.node.size=17; replace=TRUE
  33. [Tune-y] 9: auc.test.mean=0.9890111; time: 0.0 min
  34. [Tune-x] 10: num.trees=2.3e+03; mtry.perc=0.294; min.node.size=18; replace=FALSE
  35. [Tune-y] 10: auc.test.mean=0.9882289; time: 0.0 min
  36. [Tune] Result: num.trees=400; mtry.perc=0.0523; min.node.size=61; replace=TRUE : auc.test.mean=0.9901661
  37. Error in checkMeasures(measures, pred$task.desc, na.rm = na.rm) :
  38. argument "na.rm" is missing, with no default
  39.  
  40. ### [bt 2017-08-23 13:37:04]: Job terminated with an exception [batchtools job.id=1]
  41. ### [bt 2017-08-23 13:37:04]: Starting job [batchtools job.id=2]
  42. Generating problem instance for problem 'BreastCancer' ...
  43. Applying algorithm 'classif.ranger.imputed.tuned' on problem 'BreastCancer' ...
  44. [Tune] Started tuning learner classif.ranger.imputed for parameter set:
  45. Type len Def Constr Req Tunable Trafo
  46. num.trees integer - - 100 to 5e+03 - TRUE Y
  47. mtry.perc numeric - - 0.05 to 0.5 - TRUE -
  48. min.node.size integer - - 10 to 100 - TRUE -
  49. replace logical - - - - TRUE -
  50. With control class: TuneControlRandom
  51. Imputation value: Inf
  52. [Tune-x] 1: num.trees=4.2e+03; mtry.perc=0.0513; min.node.size=78; replace=TRUE
  53. [Tune-y] 1: auc.test.mean=0.9951348; time: 0.0 min
  54. [Tune-x] 2: num.trees=500; mtry.perc=0.322; min.node.size=49; replace=TRUE
  55. [Tune-y] 2: auc.test.mean=0.9938984; time: 0.0 min
  56. [Tune-x] 3: num.trees=600; mtry.perc=0.204; min.node.size=58; replace=FALSE
  57. [Tune-y] 3: auc.test.mean=0.9949167; time: 0.0 min
  58. [Tune-x] 4: num.trees=4.5e+03; mtry.perc=0.197; min.node.size=41; replace=TRUE
  59. [Tune-y] 4: auc.test.mean=0.9944082; time: 0.0 min
  60. [Tune-x] 5: num.trees=700; mtry.perc=0.335; min.node.size=31; replace=FALSE
  61. [Tune-y] 5: auc.test.mean=0.9932475; time: 0.0 min
  62. [Tune-x] 6: num.trees=2.2e+03; mtry.perc=0.133; min.node.size=98; replace=TRUE
  63. [Tune-y] 6: auc.test.mean=0.9949898; time: 0.0 min
  64. [Tune-x] 7: num.trees=2.1e+03; mtry.perc=0.185; min.node.size=53; replace=TRUE
  65. [Tune-y] 7: auc.test.mean=0.9947712; time: 0.0 min
  66. [Tune-x] 8: num.trees=3.5e+03; mtry.perc=0.381; min.node.size=34; replace=FALSE
  67. [Tune-y] 8: auc.test.mean=0.9936086; time: 0.0 min
  68. [Tune-x] 9: num.trees=1e+03; mtry.perc=0.0709; min.node.size=46; replace=FALSE
  69. [Tune-y] 9: auc.test.mean=0.9949161; time: 0.0 min
  70. [Tune-x] 10: num.trees=3.5e+03; mtry.perc=0.134; min.node.size=36; replace=FALSE
  71. [Tune-y] 10: auc.test.mean=0.9944813; time: 0.0 min
  72. [Tune] Result: num.trees=4.2e+03; mtry.perc=0.0513; min.node.size=78; replace=TRUE : auc.test.mean=0.9951348
  73. Error in checkMeasures(measures, pred$task.desc, na.rm = na.rm) :
  74. argument "na.rm" is missing, with no default
  75.  
  76. ### [bt 2017-08-23 13:37:11]: Job terminated with an exception [batchtools job.id=2]
  77. ### [bt 2017-08-23 13:37:11]: Calculation finished!
Advertisement
Add Comment
Please, Sign In to add comment
Advertisement
Public Pastes
Advertisement
We use cookies for various purposes including analytics. By continuing to use Pastebin, you agree to our use of cookies as described in the Cookies Policy.  OK, I Understand
Not a member of Pastebin yet?
Sign Up, it unlocks many cool features!