Run
7888790

Run 7888790

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)_eta0.365880213736134
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight118.202907537711
mlr.classif.xgboost(9)_subsample0.413904050318524
mlr.classif.xgboost(9)_colsample_bytree0.511195153463632
mlr.classif.xgboost(9)_colsample_bylevel0.37665750971064
mlr.classif.xgboost(9)_lambda0.0155664770520271
mlr.classif.xgboost(9)_alpha0.00257852771343536
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2570
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
0.9541
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8862
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.767
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30189.6155
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1735
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
0.8861
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
0.355
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2886
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5839
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1296.5014
UserCPU time millis
2519.204
UserCPU time millis testing
42.702
UserCPU time millis training
2476.502