Run
7889463

Run 7889463

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)_eta0.00228325340701411
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight3.01676572477643
mlr.classif.xgboost(9)_subsample0.898046890925616
mlr.classif.xgboost(9)_colsample_bytree0.292747580446303
mlr.classif.xgboost(9)_colsample_bylevel0.510302409995347
mlr.classif.xgboost(9)_lambda1.2355465125183
mlr.classif.xgboost(9)_alpha291.364947521183
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2177
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
0.8553
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7664
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5202
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13095.3047
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3675
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
0.7821
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.774
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.774
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7522
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4041
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8175
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1297.3902
UserCPU time millis
1817.755
UserCPU time millis testing
30.236
UserCPU time millis training
1787.519