Run
7852432

Run 7852432

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)_eta0.0910652399111993
mlr.classif.xgboost(9)_max_depth3
mlr.classif.xgboost(9)_min_child_weight17.4888804731243
mlr.classif.xgboost(9)_subsample0.14465990557801
mlr.classif.xgboost(9)_colsample_bytree0.665819336194545
mlr.classif.xgboost(9)_colsample_bylevel0.373129270970821
mlr.classif.xgboost(9)_lambda0.516445834566349
mlr.classif.xgboost(9)_alpha0.00226429691264972
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3331
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
0.9429
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8686
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7307
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27719.3769
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2019
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
0.8686
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8688
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8688
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4132
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.307
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6211
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1257.0563
UserCPU time millis
2449.491
UserCPU time millis testing
49.37
UserCPU time millis training
2400.121