Run
7946369

Run 7946369

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 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)_eta0.0261335373952999
mlr.classif.xgboost(7)_gamma576.286341011946
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight34.5924947403026
mlr.classif.xgboost(7)_subsample0.325367348850705
mlr.classif.xgboost(7)_colsample_bytree0.222474791482091
mlr.classif.xgboost(7)_colsample_bylevel0.494147538021207
mlr.classif.xgboost(7)_lambda0.0396405184551657
mlr.classif.xgboost(7)_alpha0.156861878420641
mlr.classif.xgboost(7)_nrounds2079
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
0.8253
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.751
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4897
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10773.5094
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3925
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
0.7724
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7611
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7611
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8034
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4218
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8534
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
182.1532
UserCPU time millis
890.44
UserCPU time millis testing
0.35
UserCPU time millis training
890.09