Run
7942727

Run 7942727

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.227532066006871
mlr.classif.xgboost(7)_gamma24.3121446935138
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight2.05538858998344
mlr.classif.xgboost(7)_subsample0.299842904717661
mlr.classif.xgboost(7)_colsample_bytree0.777777192927897
mlr.classif.xgboost(7)_colsample_bylevel0.795937539823353
mlr.classif.xgboost(7)_lambda768.978529843387
mlr.classif.xgboost(7)_alpha1007.23502296275
mlr.classif.xgboost(7)_nrounds1496
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
0.7726
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7487
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.484
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3839.6965
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4589
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
0.7647
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7573
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7573
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9392
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.466
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9427
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
169.0634
UserCPU time millis
979.97
UserCPU time millis testing
0.35
UserCPU time millis training
979.62