Run
7941158

Run 7941158

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.306459604316998
mlr.classif.xgboost(7)_gamma0.0233678516418598
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight103.295096887869
mlr.classif.xgboost(7)_subsample0.854276782204397
mlr.classif.xgboost(7)_colsample_bytree0.592995755746961
mlr.classif.xgboost(7)_colsample_bylevel0.869775453023613
mlr.classif.xgboost(7)_lambda89.328477575478
mlr.classif.xgboost(7)_alpha0.00917734628817546
mlr.classif.xgboost(7)_nrounds2644
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
0.9652
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9023
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7999
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31741.6112
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1569
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
0.9023
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9023
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9023
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.321
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2686
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5435
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
173.388
UserCPU time millis
2620.75
UserCPU time millis testing
1.49
UserCPU time millis training
2619.26