Run
7947522

Run 7947522

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.0302498915434937
mlr.classif.xgboost(7)_gamma0.00676978648091084
mlr.classif.xgboost(7)_min_child_weight7.10124694632764
mlr.classif.xgboost(7)_subsample0.375087772100233
mlr.classif.xgboost(7)_colsample_bytree0.291086910292506
mlr.classif.xgboost(7)_colsample_bylevel0.588887979835272
mlr.classif.xgboost(7)_lambda0.0341130295452034
mlr.classif.xgboost(7)_alpha2.81968885589859
mlr.classif.xgboost(7)_nrounds1267
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
0.9419
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8663
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7258
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26331.5345
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2194
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
0.8665
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8667
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8667
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4489
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3115
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6302
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
207.4992
UserCPU time millis
524.29
UserCPU time millis testing
0.86
UserCPU time millis training
523.43