Run
7945241

Run 7945241

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.0937932080788206
mlr.classif.xgboost(7)_gamma9.69152250068097
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight4.98399483568879
mlr.classif.xgboost(7)_subsample0.657531371666119
mlr.classif.xgboost(7)_colsample_bytree0.433188527449965
mlr.classif.xgboost(7)_colsample_bylevel0.686315772682428
mlr.classif.xgboost(7)_lambda82.8673248594093
mlr.classif.xgboost(7)_alpha46.3874621106513
mlr.classif.xgboost(7)_nrounds2767
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
0.912
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8319
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6551
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23212.8195
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2529
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
0.8321
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8326
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8326
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5177
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3442
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6965
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
170.1956
UserCPU time millis
1847.95
UserCPU time millis testing
0.39
UserCPU time millis training
1847.56