Run
7941778

Run 7941778

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)_eta0.0159778559109618
mlr.classif.xgboost(7)_gamma102.770178514558
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight54.0317283944167
mlr.classif.xgboost(7)_subsample0.315731981303543
mlr.classif.xgboost(7)_colsample_bytree0.675633440725505
mlr.classif.xgboost(7)_colsample_bylevel0.350411265529692
mlr.classif.xgboost(7)_lambda0.0104343408357049
mlr.classif.xgboost(7)_alpha3.50375422319346
mlr.classif.xgboost(7)_nrounds4668
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
0.8844
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7991
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5865
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18522.9134
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3069
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
0.8045
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8024
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8024
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6282
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.373
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7546
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
210.8269
UserCPU time millis
3710.18
UserCPU time millis testing
0.7
UserCPU time millis training
3709.48