Run
7942709

Run 7942709

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)_eta0.696202319130212
mlr.classif.xgboost(7)_gamma6.29898802373389
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight76.2215429098837
mlr.classif.xgboost(7)_subsample0.433737740432844
mlr.classif.xgboost(7)_colsample_bytree0.912298698537052
mlr.classif.xgboost(7)_colsample_bylevel0.309512039646506
mlr.classif.xgboost(7)_lambda1.83654937886858
mlr.classif.xgboost(7)_alpha0.44066806818339
mlr.classif.xgboost(7)_nrounds2426
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
0.9542
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8844
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7634
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30745.5578
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1659
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
0.8844
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8845
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8845
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3396
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2884
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5834
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
173.5764
UserCPU time millis
4112.03
UserCPU time millis testing
1.31
UserCPU time millis training
4110.72