Run
7939927

Run 7939927

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)_eta0.00274062139214685
mlr.classif.xgboost(7)_gamma152.376127235867
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight45.2045907209721
mlr.classif.xgboost(7)_subsample0.13712768452242
mlr.classif.xgboost(7)_colsample_bytree0.422345938161016
mlr.classif.xgboost(7)_colsample_bylevel0.801903857663274
mlr.classif.xgboost(7)_lambda598.003114449395
mlr.classif.xgboost(7)_alpha0.00286804719996495
mlr.classif.xgboost(7)_nrounds930
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
0.8072
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7491
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4851
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5656.0232
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4431
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
0.7665
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7581
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7581
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9068
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4531
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9168
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
204.2168
UserCPU time millis
244.12
UserCPU time millis testing
0.29
UserCPU time millis training
243.83