Run
7941200

Run 7941200

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)_eta0.00196412257481891
mlr.classif.xgboost(7)_gamma19.8015518769723
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight2.56308914458631
mlr.classif.xgboost(7)_subsample0.871691465540789
mlr.classif.xgboost(7)_colsample_bytree0.687597625143826
mlr.classif.xgboost(7)_colsample_bylevel0.383588733524084
mlr.classif.xgboost(7)_lambda202.374756212837
mlr.classif.xgboost(7)_alpha9.17300193171959
mlr.classif.xgboost(7)_nrounds4309
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
0.9018
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8211
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6322
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21115.5942
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2782
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
0.8221
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8223
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8223
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5693
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3552
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7187
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
189.5605
UserCPU time millis
4792.26
UserCPU time millis testing
6.08
UserCPU time millis training
4786.18