Run
8276778

Run 8276778

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 27-10-2017 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.trees1061
mlr.classif.ranger(13)_mtry6
mlr.classif.ranger(13)_min.node.size338
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.477065053326078
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
0.9873
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9601
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9114
Cross-validation details (10-fold Crossvalidation)
KB relative information score
842.9445
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2886
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
0.9605
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9603
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.9603
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.637
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3211
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6748
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1285.875
UserCPU time millis
23.701
UserCPU time millis testing
1.985
UserCPU time millis training
21.716