Run
7941127

Run 7941127

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.0271713199829315
mlr.classif.xgboost(7)_gamma0.0106853562180707
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight49.603013213094
mlr.classif.xgboost(7)_subsample0.529896334861405
mlr.classif.xgboost(7)_colsample_bytree0.760127066448331
mlr.classif.xgboost(7)_colsample_bylevel0.322533888183534
mlr.classif.xgboost(7)_lambda0.13752707183061
mlr.classif.xgboost(7)_alpha0.00495219504190595
mlr.classif.xgboost(7)_nrounds3836
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
0.9614
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8955
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7859
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30575.1946
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1706
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
0.8954
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8956
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8956
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3492
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2774
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5613
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
189.1107
UserCPU time millis
3131.79
UserCPU time millis testing
4.95
UserCPU time millis training
3126.84