Run
7916773

Run 7916773

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)_eta0.921043059240033
mlr.classif.xgboost(9)_max_depth7
mlr.classif.xgboost(9)_min_child_weight2.29839718708223
mlr.classif.xgboost(9)_subsample0.992628346243873
mlr.classif.xgboost(9)_colsample_bytree0.48636683775112
mlr.classif.xgboost(9)_colsample_bylevel0.673204767052084
mlr.classif.xgboost(9)_lambda0.254405816649754
mlr.classif.xgboost(9)_alpha0.680249158242441
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds367
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
0.979
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9279
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8524
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37280.9701
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0896
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
0.9279
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9279
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9279
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1833
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2347
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4749
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1291.8133
UserCPU time millis
577.871
UserCPU time millis testing
9.862
UserCPU time millis training
568.009