Run
7942756

Run 7942756

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)_eta0.00541555178880198
mlr.classif.xgboost(7)_gamma0.00601642077313827
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight60.387112249008
mlr.classif.xgboost(7)_subsample0.28755191010423
mlr.classif.xgboost(7)_colsample_bytree0.752766291238368
mlr.classif.xgboost(7)_colsample_bylevel0.928266413882375
mlr.classif.xgboost(7)_lambda0.162721839405789
mlr.classif.xgboost(7)_alpha0.517580733338338
mlr.classif.xgboost(7)_nrounds4466
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
0.9218
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8444
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6807
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24523.7052
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2381
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
0.8444
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8449
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8449
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4874
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3335
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6747
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
182.5986
UserCPU time millis
1911.51
UserCPU time millis testing
2.17
UserCPU time millis training
1909.34