Run
7938779

Run 7938779

Task 219 (Supervised Classification) electricity Uploaded 03-10-2017 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)_eta0.0137104355557308
mlr.classif.xgboost(7)_gamma288.905451169552
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight1.58068288095542
mlr.classif.xgboost(7)_subsample0.219339334382676
mlr.classif.xgboost(7)_colsample_bytree0.725894458033145
mlr.classif.xgboost(7)_colsample_bylevel0.244923697598279
mlr.classif.xgboost(7)_lambda1.75296686915355
mlr.classif.xgboost(7)_alpha247.995884833875
mlr.classif.xgboost(7)_nrounds1364
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
0.8117
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7486
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.484
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7059.4866
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4303
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
0.7653
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7575
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7575
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8807
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.444
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8984
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
177.0459
UserCPU time millis
413.16
UserCPU time millis testing
0.31
UserCPU time millis training
412.85