Run
7947538

Run 7947538

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.00773304511148755
mlr.classif.xgboost(7)_gamma5.50915654362979
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight17.6834538077653
mlr.classif.xgboost(7)_subsample0.329745481116697
mlr.classif.xgboost(7)_colsample_bytree0.78269913662225
mlr.classif.xgboost(7)_colsample_bylevel0.734045588597655
mlr.classif.xgboost(7)_lambda37.9550784236213
mlr.classif.xgboost(7)_alpha476.367133962293
mlr.classif.xgboost(7)_nrounds2655
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
0.8273
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7585
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5037
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11557.3934
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3847
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
0.7726
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.766
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.766
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7873
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4177
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8451
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
213.7763
UserCPU time millis
818.86
UserCPU time millis testing
0.48
UserCPU time millis training
818.38