Run
7947842

Run 7947842

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)_eta0.787618045585733
mlr.classif.xgboost(7)_gamma334.462469504712
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight45.0375882855851
mlr.classif.xgboost(7)_subsample0.965170326340012
mlr.classif.xgboost(7)_colsample_bytree0.968436072021723
mlr.classif.xgboost(7)_colsample_bylevel0.260493329167366
mlr.classif.xgboost(7)_lambda0.0123160074540048
mlr.classif.xgboost(7)_alpha11.9847357065689
mlr.classif.xgboost(7)_nrounds2200
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
0.8804
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.803
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5949
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20238.188
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.285
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
0.804
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8044
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8044
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5833
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.371
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7506
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
177.5826
UserCPU time millis
1601.92
UserCPU time millis testing
0.31
UserCPU time millis training
1601.61