Run
7944526

Run 7944526

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)_eta0.0229170745416731
mlr.classif.xgboost(7)_gamma0.0380278022941853
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight14.3129269759144
mlr.classif.xgboost(7)_subsample0.326319523621351
mlr.classif.xgboost(7)_colsample_bytree0.264268182590604
mlr.classif.xgboost(7)_colsample_bylevel0.435397989116609
mlr.classif.xgboost(7)_lambda0.00616919461604478
mlr.classif.xgboost(7)_alpha0.100322080389335
mlr.classif.xgboost(7)_nrounds2440
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
0.8654
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7855
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5586
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17683.8194
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3139
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
0.7939
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7902
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7902
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6424
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3842
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7773
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
178.799
UserCPU time millis
919.49
UserCPU time millis testing
0.78
UserCPU time millis training
918.71