Run
8746035

Run 8746035

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 30-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1456
mlr.classif.ranger(9)_mtry17
mlr.classif.ranger(9)_min.node.size643
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.466500209830701
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9314
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6991
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3299
Cross-validation details (10-fold Crossvalidation)
KB relative information score
475.707
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.351
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
0.7829
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7439
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.7439
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7748
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3892
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8178
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1959.5855
UserCPU time millis
5.849
UserCPU time millis testing
0.383
UserCPU time millis training
5.466