Run
7939901

Run 7939901

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.0309253984749038
mlr.classif.xgboost(7)_gamma0.00227182951505489
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight3.81013120030258
mlr.classif.xgboost(7)_subsample0.481825964059681
mlr.classif.xgboost(7)_colsample_bytree0.98351467680186
mlr.classif.xgboost(7)_colsample_bylevel0.550608463399112
mlr.classif.xgboost(7)_lambda0.00605696372886707
mlr.classif.xgboost(7)_alpha140.298754184648
mlr.classif.xgboost(7)_nrounds491
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
0.8941
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8126
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6145
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20150.5908
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2887
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
0.8147
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8144
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8144
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5909
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3628
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7339
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
191.7159
UserCPU time millis
209.97
UserCPU time millis testing
0.33
UserCPU time millis training
209.64