Run
7941797

Run 7941797

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)_eta0.00446922633500921
mlr.classif.xgboost(7)_gamma0.0074757263456855
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight72.0657666171823
mlr.classif.xgboost(7)_subsample0.391392228985205
mlr.classif.xgboost(7)_colsample_bytree0.87324329148978
mlr.classif.xgboost(7)_colsample_bylevel0.626648877933621
mlr.classif.xgboost(7)_lambda0.0512908761277573
mlr.classif.xgboost(7)_alpha491.775489709557
mlr.classif.xgboost(7)_nrounds430
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
0.8255
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7596
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5061
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9224.4442
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4091
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
0.7742
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7672
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7672
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8372
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4288
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8674
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
169.384
UserCPU time millis
171.39
UserCPU time millis testing
0.29
UserCPU time millis training
171.1