Run
8552833

Run 8552833

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 23-11-2017 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.trees1297
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size33
mlr.classif.ranger(9)_sample.fraction0.493120964360423
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
0.9986
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9845
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9657
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1310.5219
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1777
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
0.9846
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9845
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.9845
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3922
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2162
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4543
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1758.1059
UserCPU time millis
10.844
UserCPU time millis testing
0.709
UserCPU time millis training
10.135