Run
7942758

Run 7942758

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.00942751790999729
mlr.classif.xgboost(7)_gamma2.02182593641567
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight8.11290693915665
mlr.classif.xgboost(7)_subsample0.795988295809366
mlr.classif.xgboost(7)_colsample_bytree0.541388449072838
mlr.classif.xgboost(7)_colsample_bylevel0.566222083568573
mlr.classif.xgboost(7)_lambda1.04791046902043
mlr.classif.xgboost(7)_alpha9.79757705393687
mlr.classif.xgboost(7)_nrounds176
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
0.8746
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7806
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5489
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12695.8364
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3732
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
0.7939
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7868
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7868
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7639
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4019
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8131
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
173.2879
UserCPU time millis
92.38
UserCPU time millis testing
0.26
UserCPU time millis training
92.12