Run
7941748

Run 7941748

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)_eta0.00164079161785106
mlr.classif.xgboost(7)_gamma4.09423326461842
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight41.968125726387
mlr.classif.xgboost(7)_subsample0.656180279701948
mlr.classif.xgboost(7)_colsample_bytree0.98231652174145
mlr.classif.xgboost(7)_colsample_bylevel0.746854033134878
mlr.classif.xgboost(7)_lambda0.0109195095698351
mlr.classif.xgboost(7)_alpha1.8665945137922
mlr.classif.xgboost(7)_nrounds1543
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
0.9212
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8408
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6732
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21945.4738
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2709
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
0.841
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8414
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8414
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5545
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3408
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6895
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
198.4955
UserCPU time millis
2260.38
UserCPU time millis testing
2.33
UserCPU time millis training
2258.05