Run
7947919

Run 7947919

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)_eta0.00455819791658851
mlr.classif.xgboost(7)_gamma1.73184895692701
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight83.7864962304532
mlr.classif.xgboost(7)_subsample0.164972226670943
mlr.classif.xgboost(7)_colsample_bytree0.792007139697671
mlr.classif.xgboost(7)_colsample_bylevel0.35289644356817
mlr.classif.xgboost(7)_lambda84.2657263869321
mlr.classif.xgboost(7)_alpha0.0141226487976106
mlr.classif.xgboost(7)_nrounds705
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
0.8659
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7753
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5381
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14762.5238
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3499
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
0.7882
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7817
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7817
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7161
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3938
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7967
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
165.0354
UserCPU time millis
796.83
UserCPU time millis testing
1.29
UserCPU time millis training
795.54