Run
7851970

Run 7851970

Task 146012 (Supervised Classification) electricity Uploaded 10-09-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.00135335928686195
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight1.27548205580652
mlr.classif.xgboost(9)_subsample0.448786358977668
mlr.classif.xgboost(9)_colsample_bytree0.522826377302408
mlr.classif.xgboost(9)_colsample_bylevel0.937460022047162
mlr.classif.xgboost(9)_lambda36.0720864853777
mlr.classif.xgboost(9)_alpha0.0344363806971436
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds751
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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
0.8669
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.771
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5299
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9388.6531
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4077
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
0.7888
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7789
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7789
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8343
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4231
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8559
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1248.0699
UserCPU time millis
883.507
UserCPU time millis testing
12.708
UserCPU time millis training
870.799