Run
7944389

Run 7944389

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)_eta0.521843004366827
mlr.classif.xgboost(7)_gamma0.00592364667572355
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight1.08847787630348
mlr.classif.xgboost(7)_subsample0.115405989577994
mlr.classif.xgboost(7)_colsample_bytree0.417270689830184
mlr.classif.xgboost(7)_colsample_bylevel0.353991416841745
mlr.classif.xgboost(7)_lambda0.0149145402392224
mlr.classif.xgboost(7)_alpha38.8518109188059
mlr.classif.xgboost(7)_nrounds2963
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
0.8999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8237
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6379
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22321.0281
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2619
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
0.8243
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8247
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8247
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5361
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3546
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7174
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
183.86
UserCPU time millis
551.51
UserCPU time millis testing
0.53
UserCPU time millis training
550.98