OpenML
8305288

Run 8305288

Task 3485 (Supervised Classification) scene Uploaded 29-10-2017 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.trees1396
mlr.classif.ranger(13)_mtry8
mlr.classif.ranger(13)_min.node.size61
mlr.classif.ranger(13)_sample.fraction0.922834788728505
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
0.939
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.86
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4722
Cross-validation details (10-fold Crossvalidation)
KB relative information score
715.7107
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2033
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8944
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8833
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.8833
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6911
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2888
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7533
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1277.3212
UserCPU time millis
301.533
UserCPU time millis testing
5.418
UserCPU time millis training
296.115