Run
7848605

Run 7848605

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)_eta0.00333516276266051
mlr.classif.xgboost(9)_max_depth15
mlr.classif.xgboost(9)_min_child_weight16.5859282327473
mlr.classif.xgboost(9)_subsample0.668713527871296
mlr.classif.xgboost(9)_colsample_bytree0.827445566887036
mlr.classif.xgboost(9)_colsample_bylevel0.904882493894547
mlr.classif.xgboost(9)_lambda6.27804567066859
mlr.classif.xgboost(9)_alpha41.9105456426483
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2596
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
0.9244
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8446
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.681
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24114.3087
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2441
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
0.8447
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8451
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8451
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3325
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6728
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1267.1243
UserCPU time millis
7746.514
UserCPU time millis testing
71.425
UserCPU time millis training
7675.089