Run
7852444

Run 7852444

Task 146012 (Supervised Classification) electricity Uploaded 10-09-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.00412953214444892
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight19.1975840616255
mlr.classif.xgboost(9)_subsample0.592045701877214
mlr.classif.xgboost(9)_colsample_bytree0.905365783721209
mlr.classif.xgboost(9)_colsample_bylevel0.887648057891056
mlr.classif.xgboost(9)_lambda320.643542237247
mlr.classif.xgboost(9)_alpha7.72482751300721
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2275
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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
0.9175
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8361
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6635
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23061.9589
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2564
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
0.8365
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8369
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8369
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5247
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3403
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6885
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1256.2196
UserCPU time millis
6841.478
UserCPU time millis testing
59.6
UserCPU time millis training
6781.878