Run
7863594

Run 7863594

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)_boostergblinear
mlr.classif.xgboost(9)_eta0.0986878703937755
mlr.classif.xgboost(9)_subsample0.285989877278917
mlr.classif.xgboost(9)_lambda54.8620974962393
mlr.classif.xgboost(9)_alpha152.51046852145
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds944
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
0.7202
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.634
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2528
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5062.0994
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4424
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
0.6511
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6527
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.6527
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9054
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4613
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9334
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1251.9583
UserCPU time millis
349.542
UserCPU time millis testing
0.09
UserCPU time millis training
349.452