Run
7947847

Run 7947847

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.043593521049613
mlr.classif.xgboost(7)_gamma982.561065301298
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight6.44481384620096
mlr.classif.xgboost(7)_subsample0.555321788298897
mlr.classif.xgboost(7)_colsample_bytree0.437271268293262
mlr.classif.xgboost(7)_colsample_bylevel0.57827269770205
mlr.classif.xgboost(7)_lambda179.138056389516
mlr.classif.xgboost(7)_alpha346.994591218189
mlr.classif.xgboost(7)_nrounds3663
mlr.classif.xgboost(7)_verbose0
mlr.classif.xgboost(7)_openml.seed1
mlr.classif.xgboost(7)_openml.kindMersenne-Twister
mlr.classif.xgboost(7)_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
0.8129
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.749
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4849
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7483.7633
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4262
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
0.766
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7579
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7579
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8723
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4418
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8939
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
205.261
UserCPU time millis
1204.18
UserCPU time millis testing
0.51
UserCPU time millis training
1203.67