Run
7945294

Run 7945294

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.0312973605033049
mlr.classif.xgboost(7)_gamma4.22408192599245
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight4.77079066810753
mlr.classif.xgboost(7)_subsample0.932214239588939
mlr.classif.xgboost(7)_colsample_bytree0.442949927411973
mlr.classif.xgboost(7)_colsample_bylevel0.547902794927359
mlr.classif.xgboost(7)_lambda0.389601201418246
mlr.classif.xgboost(7)_alpha418.335321728626
mlr.classif.xgboost(7)_nrounds1182
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
0.8749
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7829
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5533
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17335.9983
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.32
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
0.7931
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7882
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7882
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6549
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3816
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7721
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
171.9205
UserCPU time millis
328.94
UserCPU time millis testing
0.39
UserCPU time millis training
328.55