Run
7941247

Run 7941247

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)_eta0.0645505132338221
mlr.classif.xgboost(7)_gamma0.00538697300169005
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight1.49997067388965
mlr.classif.xgboost(7)_subsample0.935184616548941
mlr.classif.xgboost(7)_colsample_bytree0.561698538810015
mlr.classif.xgboost(7)_colsample_bylevel0.899610042199493
mlr.classif.xgboost(7)_lambda123.864281840794
mlr.classif.xgboost(7)_alpha0.266563259667704
mlr.classif.xgboost(7)_nrounds4351
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
0.9543
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8818
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7578
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28907.4112
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1894
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
0.8818
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.882
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.882
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3877
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2915
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5897
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
180.0174
UserCPU time millis
1744.89
UserCPU time millis testing
1.5
UserCPU time millis training
1743.39