Run
7945263

Run 7945263

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)_eta0.00413194178448991
mlr.classif.xgboost(7)_gamma0.219956044839435
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight103.157126121053
mlr.classif.xgboost(7)_subsample0.221582687064074
mlr.classif.xgboost(7)_colsample_bytree0.347880020551384
mlr.classif.xgboost(7)_colsample_bylevel0.583593099750578
mlr.classif.xgboost(7)_lambda20.4348264535028
mlr.classif.xgboost(7)_alpha0.0163553802426996
mlr.classif.xgboost(7)_nrounds4564
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
0.8915
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8125
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6144
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20547.8909
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2829
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
0.8145
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8143
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8143
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5789
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3631
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7346
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
188.6934
UserCPU time millis
1656.19
UserCPU time millis testing
2
UserCPU time millis training
1654.19