Run
7939951

Run 7939951

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.588658568805015
mlr.classif.xgboost(7)_gamma1.37388112874124
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight33.5357813629633
mlr.classif.xgboost(7)_subsample0.537278643273749
mlr.classif.xgboost(7)_colsample_bytree0.408743579499424
mlr.classif.xgboost(7)_colsample_bylevel0.84451647810638
mlr.classif.xgboost(7)_lambda0.053407077776712
mlr.classif.xgboost(7)_alpha104.220758048862
mlr.classif.xgboost(7)_nrounds4432
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
0.9088
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.831
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6531
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23263.8455
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2517
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
0.8313
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8317
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8317
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5152
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3464
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7007
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
218.6055
UserCPU time millis
920.48
UserCPU time millis testing
0.44
UserCPU time millis training
920.04