Run
7947806

Run 7947806

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)_eta0.309216018769476
mlr.classif.xgboost(7)_gamma0.0399988048739574
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight1.46529307739926
mlr.classif.xgboost(7)_subsample0.969309826660901
mlr.classif.xgboost(7)_colsample_bytree0.333575524762273
mlr.classif.xgboost(7)_colsample_bylevel0.869963253103197
mlr.classif.xgboost(7)_lambda39.5149704873528
mlr.classif.xgboost(7)_alpha0.0551009899435739
mlr.classif.xgboost(7)_nrounds4559
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
0.9805
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9292
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8551
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37035.6062
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0934
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
0.9292
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9292
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9292
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1913
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2287
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4626
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
217.5996
UserCPU time millis
2740.82
UserCPU time millis testing
7.96
UserCPU time millis training
2732.86