Run
7944364

Run 7944364

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.016547844233865
mlr.classif.xgboost(7)_gamma0.591649974711585
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight3.62078636978891
mlr.classif.xgboost(7)_subsample0.755820488929749
mlr.classif.xgboost(7)_colsample_bytree0.648999737016857
mlr.classif.xgboost(7)_colsample_bylevel0.604659060947597
mlr.classif.xgboost(7)_lambda341.726742608074
mlr.classif.xgboost(7)_alpha159.410462563235
mlr.classif.xgboost(7)_nrounds4976
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
0.8895
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.809
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6071
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20121.7377
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2879
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
0.8116
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8111
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8111
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5892
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3658
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7401
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
219.4246
UserCPU time millis
1551.51
UserCPU time millis testing
0.95
UserCPU time millis training
1550.56