Run
7859493

Run 7859493

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)_eta0.598921664031039
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight5.16529045806653
mlr.classif.xgboost(9)_subsample0.230202199378982
mlr.classif.xgboost(9)_colsample_bytree0.769158669281751
mlr.classif.xgboost(9)_colsample_bylevel0.768051879247651
mlr.classif.xgboost(9)_lambda457.057017794872
mlr.classif.xgboost(9)_alpha0.371112713280184
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2865
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
0.9695
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9079
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8115
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32858.8192
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1437
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
0.9079
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.908
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.908
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2941
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2593
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5246
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1260.1483
UserCPU time millis
5621.728
UserCPU time millis testing
80.311
UserCPU time millis training
5541.417