Run
7941707

Run 7941707

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.0760368351265741
mlr.classif.xgboost(7)_gamma0.0179688130338808
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight1.00578482682431
mlr.classif.xgboost(7)_subsample0.610674386331812
mlr.classif.xgboost(7)_colsample_bytree0.758726121671498
mlr.classif.xgboost(7)_colsample_bylevel0.269904144480825
mlr.classif.xgboost(7)_lambda287.778154472345
mlr.classif.xgboost(7)_alpha29.3852532735554
mlr.classif.xgboost(7)_nrounds1853
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
0.926
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8478
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6877
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24954.5202
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2335
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
0.8479
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8483
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8483
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4779
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3294
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6665
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
190.8348
UserCPU time millis
924.94
UserCPU time millis testing
0.88
UserCPU time millis training
924.06