Run
7947621

Run 7947621

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.0107805401127389
mlr.classif.xgboost(7)_gamma0.178980232662092
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight125.628771976192
mlr.classif.xgboost(7)_subsample0.898813173314556
mlr.classif.xgboost(7)_colsample_bytree0.777451200783253
mlr.classif.xgboost(7)_colsample_bylevel0.438385420851409
mlr.classif.xgboost(7)_lambda0.00251880861319577
mlr.classif.xgboost(7)_alpha0.865899119602866
mlr.classif.xgboost(7)_nrounds3938
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
0.942
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8663
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7259
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27130.1841
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2092
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
0.8663
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8665
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8665
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4283
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3094
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.626
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
176.413
UserCPU time millis
2786.62
UserCPU time millis testing
4.71
UserCPU time millis training
2781.91