Run
8334510

Run 8334510

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 30-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees58
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_min.node.size569
mlr.classif.ranger(13)_sample.fraction0.993545649363659
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
0.9888
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9578
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9059
Cross-validation details (10-fold Crossvalidation)
KB relative information score
866.4355
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2831
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
0.9594
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9583
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.9583
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6249
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3156
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.663
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1244.4907
UserCPU time millis
2.985
UserCPU time millis testing
0.263
UserCPU time millis training
2.722