Run
4379992

Run 4379992

Task 9967 (Supervised Classification) steel-plates-fault Uploaded 05-07-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot11 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.trees1676
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_sample.fraction0.143431370868348
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
0.9678
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8297
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6149
Cross-validation details (10-fold Crossvalidation)
KB relative information score
617.0389
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3327
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4531
Cross-validation details (10-fold Crossvalidation)
Number of instances
1941
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.867
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8429
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.8429
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7343
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3684
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7741
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1319.6526
UserCPU time millis
42.197
UserCPU time millis testing
4.449
UserCPU time millis training
37.748