Run
6231581

Run 6231581

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)_eta0.177279718434821
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight11.7361576843771
mlr.classif.xgboost(9)_subsample0.193219761084765
mlr.classif.xgboost(9)_colsample_bytree0.798083426663652
mlr.classif.xgboost(9)_colsample_bylevel0.527626157971099
mlr.classif.xgboost(9)_lambda0.0601593547773665
mlr.classif.xgboost(9)_alpha0.00317731548345209
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1719
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
0.969
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9095
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8147
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34205.2632
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1262
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
0.9095
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9096
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9096
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2583
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2581
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5221
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1278.0522
UserCPU time millis
2973.183
UserCPU time millis testing
49.556
UserCPU time millis training
2923.627