Run
7941776

Run 7941776

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.00100053710278749
mlr.classif.xgboost(7)_gamma0.079310245799571
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight58.0614558365832
mlr.classif.xgboost(7)_subsample0.3605315285502
mlr.classif.xgboost(7)_colsample_bytree0.265641371533275
mlr.classif.xgboost(7)_colsample_bylevel0.539522608183324
mlr.classif.xgboost(7)_lambda10.9979201336374
mlr.classif.xgboost(7)_alpha224.626529613692
mlr.classif.xgboost(7)_nrounds3014
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
0.8095
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.748
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4846
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5821.0079
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.441
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
0.7746
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7596
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7596
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9025
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4507
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9118
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
198.1876
UserCPU time millis
1103.8
UserCPU time millis testing
1.24
UserCPU time millis training
1102.56