Run
6227996

Run 6227996

Task 146012 (Supervised Classification) electricity Uploaded 28-08-2017 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)_eta0.280431392744658
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight7.19965426535711
mlr.classif.xgboost(9)_subsample0.252705125627108
mlr.classif.xgboost(9)_colsample_bytree0.474060504930094
mlr.classif.xgboost(9)_colsample_bylevel0.807638579979539
mlr.classif.xgboost(9)_lambda208.328925566607
mlr.classif.xgboost(9)_alpha6.23038301412205
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1099
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
0.9491
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8756
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7451
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28321.0981
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1959
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
0.8756
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8759
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8759
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4009
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2988
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6045
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1272.0061
UserCPU time millis
1565.74
UserCPU time millis testing
28.948
UserCPU time millis training
1536.792