Run
7924509

Run 7924509

Task 146012 (Supervised Classification) electricity Uploaded 10-09-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.57817266028533
mlr.classif.xgboost(9)_max_depth15
mlr.classif.xgboost(9)_min_child_weight11.0705462826349
mlr.classif.xgboost(9)_subsample0.985803279327229
mlr.classif.xgboost(9)_colsample_bytree0.41575779998675
mlr.classif.xgboost(9)_colsample_bylevel0.395201051142067
mlr.classif.xgboost(9)_lambda11.6364587223607
mlr.classif.xgboost(9)_alpha639.065827537421
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3109
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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
0.8483
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7636
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5143
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15521.7192
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3389
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
0.7778
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7709
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7709
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6937
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3973
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8039
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1299.6086
UserCPU time millis
1355.91
UserCPU time millis testing
13.404
UserCPU time millis training
1342.506