Run
7941733

Run 7941733

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)_eta0.00263959761696999
mlr.classif.xgboost(7)_gamma37.9404222792285
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight1.81036826338376
mlr.classif.xgboost(7)_subsample0.708268189104274
mlr.classif.xgboost(7)_colsample_bytree0.611103789322078
mlr.classif.xgboost(7)_colsample_bylevel0.568333329819143
mlr.classif.xgboost(7)_lambda0.683388405458513
mlr.classif.xgboost(7)_alpha0.0310861233004462
mlr.classif.xgboost(7)_nrounds2732
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
0.923
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8432
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.678
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23016.244
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2574
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
0.8437
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.844
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.844
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5269
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3366
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6809
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
210.971
UserCPU time millis
5952.99
UserCPU time millis testing
6.57
UserCPU time millis training
5946.42