Run
7944564

Run 7944564

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.880867600707889
mlr.classif.xgboost(7)_gamma0.0656035422484531
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight1.47912789005209
mlr.classif.xgboost(7)_subsample0.897000581724569
mlr.classif.xgboost(7)_colsample_bytree0.823017911426723
mlr.classif.xgboost(7)_colsample_bylevel0.743994880840182
mlr.classif.xgboost(7)_lambda0.159784266242739
mlr.classif.xgboost(7)_alpha28.5687421669523
mlr.classif.xgboost(7)_nrounds1203
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
0.9679
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9048
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.805
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32437.9683
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1486
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
0.9047
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9048
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9048
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3041
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2632
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5325
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
188.8234
UserCPU time millis
692.77
UserCPU time millis testing
0.59
UserCPU time millis training
692.18