Run
7944484

Run 7944484

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)_eta0.174118759484341
mlr.classif.xgboost(7)_gamma0.00110599110648009
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight7.49806692245988
mlr.classif.xgboost(7)_subsample0.583248116029426
mlr.classif.xgboost(7)_colsample_bytree0.637473644129932
mlr.classif.xgboost(7)_colsample_bylevel0.868157889135182
mlr.classif.xgboost(7)_lambda0.670045874761466
mlr.classif.xgboost(7)_alpha980.930645784424
mlr.classif.xgboost(7)_nrounds3526
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
0.8212
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7584
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5035
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11238.2849
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3881
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
0.7721
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7658
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7658
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7942
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4201
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.85
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
197.4635
UserCPU time millis
541.72
UserCPU time millis testing
0.39
UserCPU time millis training
541.33