Run
7944651

Run 7944651

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)_eta0.0158712390892483
mlr.classif.xgboost(7)_gamma0.00587008914955821
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight71.4798102471853
mlr.classif.xgboost(7)_subsample0.545707933744416
mlr.classif.xgboost(7)_colsample_bytree0.314338620193303
mlr.classif.xgboost(7)_colsample_bylevel0.524378269910812
mlr.classif.xgboost(7)_lambda26.4225821979725
mlr.classif.xgboost(7)_alpha298.262979044522
mlr.classif.xgboost(7)_nrounds145
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
0.8145
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7541
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4958
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7548.835
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4247
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
0.7748
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7638
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7638
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8692
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.439
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8881
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
175.0534
UserCPU time millis
51.26
UserCPU time millis testing
0.33
UserCPU time millis training
50.93