Run
7944665

Run 7944665

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.0945984248620791
mlr.classif.xgboost(7)_gamma2.62707453728593
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight63.3396742508517
mlr.classif.xgboost(7)_subsample0.551653910428286
mlr.classif.xgboost(7)_colsample_bytree0.322846809215844
mlr.classif.xgboost(7)_colsample_bylevel0.609784532338381
mlr.classif.xgboost(7)_lambda0.00878146023194958
mlr.classif.xgboost(7)_alpha0.00144324816684368
mlr.classif.xgboost(7)_nrounds4060
mlr.classif.xgboost(7)_verbose0
mlr.classif.xgboost(7)_openml.seed1
mlr.classif.xgboost(7)_openml.kindMersenne-Twister
mlr.classif.xgboost(7)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9633
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8989
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7929
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31070.9487
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1649
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8988
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8989
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8989
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3375
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2732
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5528
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
219.5777
UserCPU time millis
2989.75
UserCPU time millis testing
3.39
UserCPU time millis training
2986.36