Run
7941110

Run 7941110

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)_eta0.0957150186012655
mlr.classif.xgboost(7)_gamma0.0133614687157145
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight61.5736725138382
mlr.classif.xgboost(7)_subsample0.232223945856094
mlr.classif.xgboost(7)_colsample_bytree0.242067161202431
mlr.classif.xgboost(7)_colsample_bylevel0.900533755123615
mlr.classif.xgboost(7)_lambda0.00237039359229112
mlr.classif.xgboost(7)_alpha0.0100833927139838
mlr.classif.xgboost(7)_nrounds1466
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
0.9343
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8594
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7118
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26381.7319
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2174
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
0.8594
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8598
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8598
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4449
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3182
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6437
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
197.3846
UserCPU time millis
874.97
UserCPU time millis testing
0.85
UserCPU time millis training
874.12