Run
7941281

Run 7941281

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)_eta0.00941818324344896
mlr.classif.xgboost(7)_gamma0.0499572457252206
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight4.33508473303719
mlr.classif.xgboost(7)_subsample0.345196648943238
mlr.classif.xgboost(7)_colsample_bytree0.36824101805687
mlr.classif.xgboost(7)_colsample_bylevel0.30475318338722
mlr.classif.xgboost(7)_lambda0.0015043117201739
mlr.classif.xgboost(7)_alpha0.398130472435454
mlr.classif.xgboost(7)_nrounds4050
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
0.8846
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8039
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5964
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19366.0861
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2958
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
0.8089
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.807
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.807
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6055
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3704
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7494
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
171.9958
UserCPU time millis
921.68
UserCPU time millis testing
0.99
UserCPU time millis training
920.69