Run
7938242

Run 7938242

Task 219 (Supervised Classification) electricity Uploaded 03-10-2017 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)_eta0.0745991050710996
mlr.classif.xgboost(7)_gamma3.04864617283759
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight1.32057934371572
mlr.classif.xgboost(7)_subsample0.233813685271889
mlr.classif.xgboost(7)_colsample_bytree0.398368719220161
mlr.classif.xgboost(7)_colsample_bylevel0.53362063895911
mlr.classif.xgboost(7)_lambda911.983092253533
mlr.classif.xgboost(7)_alpha0.00962686718050353
mlr.classif.xgboost(7)_nrounds2632
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
0.8979
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8193
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6287
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21764.8501
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2689
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
0.8201
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8205
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8205
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5503
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3567
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7216
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
220.9302
UserCPU time millis
1978.85
UserCPU time millis testing
0.79
UserCPU time millis training
1978.06