Run
7848613

Run 7848613

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)_eta0.204276390182802
mlr.classif.xgboost(9)_max_depth8
mlr.classif.xgboost(9)_min_child_weight19.2087244498758
mlr.classif.xgboost(9)_subsample0.924089984805323
mlr.classif.xgboost(9)_colsample_bytree0.458890381734818
mlr.classif.xgboost(9)_colsample_bylevel0.65471821394749
mlr.classif.xgboost(9)_lambda7.84834695985675
mlr.classif.xgboost(9)_alpha0.0766034992269088
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4605
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
0.9797
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9286
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8539
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36783.5451
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0966
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
0.9286
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9287
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9287
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1976
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2307
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4668
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1262.0499
UserCPU time millis
6737.076
UserCPU time millis testing
129.468
UserCPU time millis training
6607.608