Run
7944617

Run 7944617

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.0633762825131087
mlr.classif.xgboost(7)_gamma42.8445951750295
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight1.33463085643483
mlr.classif.xgboost(7)_subsample0.72113653277047
mlr.classif.xgboost(7)_colsample_bytree0.256435066089034
mlr.classif.xgboost(7)_colsample_bylevel0.566151946783066
mlr.classif.xgboost(7)_lambda0.00215010878225178
mlr.classif.xgboost(7)_alpha525.219254126743
mlr.classif.xgboost(7)_nrounds4395
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
0.8438
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7597
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5065
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13861.5931
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3583
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
0.7751
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7676
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7676
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7333
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4043
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8181
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
192.6645
UserCPU time millis
772.4
UserCPU time millis testing
0.41
UserCPU time millis training
771.99