Run
7947941

Run 7947941

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)_eta0.370666668467232
mlr.classif.xgboost(7)_gamma239.849957983882
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight1.64895931131488
mlr.classif.xgboost(7)_subsample0.494411087408662
mlr.classif.xgboost(7)_colsample_bytree0.50598999094218
mlr.classif.xgboost(7)_colsample_bylevel0.627724442444742
mlr.classif.xgboost(7)_lambda0.00569138251371208
mlr.classif.xgboost(7)_alpha148.722176962339
mlr.classif.xgboost(7)_nrounds3716
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
0.8562
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7647
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5166
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15098.8543
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3448
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
0.7803
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7723
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7723
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7056
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.396
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8013
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
194.9439
UserCPU time millis
1701.79
UserCPU time millis testing
0.43
UserCPU time millis training
1701.36