Run
7947893

Run 7947893

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.301004091790058
mlr.classif.xgboost(7)_gamma7.35242356503195
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight36.3173094139286
mlr.classif.xgboost(7)_subsample0.184954225970432
mlr.classif.xgboost(7)_colsample_bytree0.388843190856278
mlr.classif.xgboost(7)_colsample_bylevel0.665143119357526
mlr.classif.xgboost(7)_lambda4.53230539641536
mlr.classif.xgboost(7)_alpha476.105926372696
mlr.classif.xgboost(7)_nrounds4560
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
0.7959
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7506
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4877
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7650.7886
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4243
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
0.7657
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7588
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7588
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8683
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4417
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8936
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
184.6472
UserCPU time millis
819.98
UserCPU time millis testing
0.46
UserCPU time millis training
819.52