Run
7941246

Run 7941246

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.200048004226291
mlr.classif.xgboost(7)_gamma223.255542302521
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight1.83353088855589
mlr.classif.xgboost(7)_subsample0.669567092484795
mlr.classif.xgboost(7)_colsample_bytree0.632745500281453
mlr.classif.xgboost(7)_colsample_bylevel0.438430188037455
mlr.classif.xgboost(7)_lambda0.907994894051071
mlr.classif.xgboost(7)_alpha0.141053938251288
mlr.classif.xgboost(7)_nrounds503
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
0.8833
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8008
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5901
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18757.1448
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3039
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
0.8053
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8038
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8038
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.622
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3727
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.754
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
181.6178
UserCPU time millis
683.34
UserCPU time millis testing
0.31
UserCPU time millis training
683.03