Run
8435545

Run 8435545

Task 146012 (Supervised Classification) electricity Uploaded 02-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1829
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size50
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.287063146452419
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9113
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8253
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6406
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19189.2837
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3024
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
0.8283
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8273
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8273
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6189
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.358
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7243
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1288.4942
UserCPU time millis
1751.175
UserCPU time millis testing
114.438
UserCPU time millis training
1636.737