Run
7677405

Run 7677405

Task 146012 (Supervised Classification) electricity Uploaded 08-09-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot23 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees129
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.842411184264347
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9447
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8685
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7302
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23565.5258
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2555
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
0.8687
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8689
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8689
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.523
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.32
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6475
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1241.5578
UserCPU time millis
249.409
UserCPU time millis testing
15.715
UserCPU time millis training
233.694