Run
7944612

Run 7944612

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)_eta0.00118777979927925
mlr.classif.xgboost(7)_gamma0.00408835710180706
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight14.7075717691988
mlr.classif.xgboost(7)_subsample0.480584448925219
mlr.classif.xgboost(7)_colsample_bytree0.661465354263783
mlr.classif.xgboost(7)_colsample_bylevel0.968065839633346
mlr.classif.xgboost(7)_lambda0.29810653569858
mlr.classif.xgboost(7)_alpha2.22452155655451
mlr.classif.xgboost(7)_nrounds2834
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
0.9389
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8626
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.718
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24019.8541
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2488
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
0.8628
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8631
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8631
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5093
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3211
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6496
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
190.0753
UserCPU time millis
3729.9
UserCPU time millis testing
7.61
UserCPU time millis training
3722.29