Run
7945610

Run 7945610

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.0144496637752687
mlr.classif.xgboost(7)_gamma1.88927256452499
mlr.classif.xgboost(7)_min_child_weight23.2192031615559
mlr.classif.xgboost(7)_subsample0.374487919313833
mlr.classif.xgboost(7)_colsample_bytree0.552483392320573
mlr.classif.xgboost(7)_colsample_bylevel0.736794412508607
mlr.classif.xgboost(7)_lambda6.59642673962187
mlr.classif.xgboost(7)_alpha0.140020447729435
mlr.classif.xgboost(7)_nrounds4983
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
0.9553
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.886
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7665
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29143.7342
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1871
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
0.886
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8862
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8862
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.383
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2892
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5851
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
194.1031
UserCPU time millis
2765.65
UserCPU time millis testing
5.84
UserCPU time millis training
2759.81