Run
7947960

Run 7947960

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)_eta0.0012360053511348
mlr.classif.xgboost(7)_gamma2.82209840691679
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight58.8787171964928
mlr.classif.xgboost(7)_subsample0.694785618735477
mlr.classif.xgboost(7)_colsample_bytree0.353405627980828
mlr.classif.xgboost(7)_colsample_bylevel0.849468545801938
mlr.classif.xgboost(7)_lambda0.0120313283800337
mlr.classif.xgboost(7)_alpha46.1135932205525
mlr.classif.xgboost(7)_nrounds4746
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
0.8889
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8102
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6094
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17996.1753
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3142
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
0.8142
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8128
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8128
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.643
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.372
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7525
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
206.0074
UserCPU time millis
2892.62
UserCPU time millis testing
3.71
UserCPU time millis training
2888.91