Run
7945277

Run 7945277

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)_eta0.0681568129502651
mlr.classif.xgboost(7)_gamma45.6471780562525
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight2.4214592756671
mlr.classif.xgboost(7)_subsample0.84626561186742
mlr.classif.xgboost(7)_colsample_bytree0.207449265941978
mlr.classif.xgboost(7)_colsample_bylevel0.585185834206641
mlr.classif.xgboost(7)_lambda0.875087280770248
mlr.classif.xgboost(7)_alpha792.413126786281
mlr.classif.xgboost(7)_nrounds2144
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
0.8276
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7575
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.502
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12488.3522
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3737
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
0.7734
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7656
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7656
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7649
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4127
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8349
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
176.1046
UserCPU time millis
403.37
UserCPU time millis testing
0.3
UserCPU time millis training
403.07