Run
7938766

Run 7938766

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)_eta0.0033447545707528
mlr.classif.xgboost(7)_gamma0.0780708992990359
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight1.31102593660741
mlr.classif.xgboost(7)_subsample0.708403495443054
mlr.classif.xgboost(7)_colsample_bytree0.63940221555531
mlr.classif.xgboost(7)_colsample_bylevel0.385526079684496
mlr.classif.xgboost(7)_lambda0.0313879177130774
mlr.classif.xgboost(7)_alpha12.5417486299548
mlr.classif.xgboost(7)_nrounds394
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
0.9008
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8223
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6343
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13699.0502
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3659
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
0.8255
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8244
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8244
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7488
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3903
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7896
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
194.7168
UserCPU time millis
445.57
UserCPU time millis testing
0.6
UserCPU time millis training
444.97