Run
7947863

Run 7947863

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.36649035791579
mlr.classif.xgboost(7)_gamma1.66625459040876
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight9.25011714317243
mlr.classif.xgboost(7)_subsample0.415123836626299
mlr.classif.xgboost(7)_colsample_bytree0.627347611635923
mlr.classif.xgboost(7)_colsample_bylevel0.433408177830279
mlr.classif.xgboost(7)_lambda144.215938925825
mlr.classif.xgboost(7)_alpha8.9213650007502
mlr.classif.xgboost(7)_nrounds665
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
0.9428
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.866
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7252
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27403.075
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2059
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
0.866
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8663
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8663
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4213
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3082
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6236
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
184.6532
UserCPU time millis
566.63
UserCPU time millis testing
0.58
UserCPU time millis training
566.05