Run
7939902

Run 7939902

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.0123171125065989
mlr.classif.xgboost(7)_gamma215.79343911787
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight1.89756683549475
mlr.classif.xgboost(7)_subsample0.256025291141123
mlr.classif.xgboost(7)_colsample_bytree0.616596069000661
mlr.classif.xgboost(7)_colsample_bylevel0.592334863729775
mlr.classif.xgboost(7)_lambda0.502477738942021
mlr.classif.xgboost(7)_alpha0.59009334578971
mlr.classif.xgboost(7)_nrounds884
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
0.8611
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7579
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5032
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14076.2918
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3563
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
0.7759
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7666
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7666
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7293
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.401
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8113
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
173.9386
UserCPU time millis
881.57
UserCPU time millis testing
0.32
UserCPU time millis training
881.25