Run
7939947

Run 7939947

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.0862245774037838
mlr.classif.xgboost(7)_gamma0.00129469414265963
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight1.30834074332655
mlr.classif.xgboost(7)_subsample0.432530569308437
mlr.classif.xgboost(7)_colsample_bytree0.318548626452684
mlr.classif.xgboost(7)_colsample_bylevel0.345953104272485
mlr.classif.xgboost(7)_lambda57.7195708578272
mlr.classif.xgboost(7)_alpha0.0520494512577769
mlr.classif.xgboost(7)_nrounds3808
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
0.9535
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8816
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7573
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28941.055
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1891
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
0.8816
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8818
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8818
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3871
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.292
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5908
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
194.37
UserCPU time millis
1601.69
UserCPU time millis testing
3.1
UserCPU time millis training
1598.59