Run
7945293

Run 7945293

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)_eta0.393792152165486
mlr.classif.xgboost(7)_gamma0.0420006981688745
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight63.6140691987435
mlr.classif.xgboost(7)_subsample0.32441935853567
mlr.classif.xgboost(7)_colsample_bytree0.799688539095223
mlr.classif.xgboost(7)_colsample_bylevel0.660545593686402
mlr.classif.xgboost(7)_lambda0.00313016275219268
mlr.classif.xgboost(7)_alpha0.0334866105762845
mlr.classif.xgboost(7)_nrounds3792
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
0.9152
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8392
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.67
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24441.4049
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.238
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
0.8394
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8399
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8399
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4871
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3386
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6851
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
243.9885
UserCPU time millis
652.45
UserCPU time millis testing
0.64
UserCPU time millis training
651.81