Run
7994306

Run 7994306

Task 9967 (Supervised Classification) steel-plates-fault Uploaded 17-10-2017 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.trees38
mlr.classif.ranger(9)_mtry9
mlr.classif.ranger(9)_min.node.size214
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.301485886820592
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
0.9889
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.96
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.912
Cross-validation details (10-fold Crossvalidation)
KB relative information score
982.4243
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2547
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
0.9598
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.9598
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5621
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.293
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6156
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1852.8044
UserCPU time millis
0.277
UserCPU time millis testing
0.035
UserCPU time millis training
0.242