Run
7941721

Run 7941721

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)_eta0.00783876124482817
mlr.classif.xgboost(7)_gamma1.75137208921509
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight5.78028713445662
mlr.classif.xgboost(7)_subsample0.433184996247292
mlr.classif.xgboost(7)_colsample_bytree0.336135838925838
mlr.classif.xgboost(7)_colsample_bylevel0.713564550504088
mlr.classif.xgboost(7)_lambda5.16530229777292
mlr.classif.xgboost(7)_alpha772.916924953116
mlr.classif.xgboost(7)_nrounds4365
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
0.8147
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7531
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4929
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10078.2892
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4001
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
0.7684
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7613
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7613
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8188
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4267
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8633
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
205.3205
UserCPU time millis
1098.71
UserCPU time millis testing
0.62
UserCPU time millis training
1098.09