Run
7994354

Run 7994354

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.trees1516
mlr.classif.ranger(9)_mtry11
mlr.classif.ranger(9)_min.node.size251
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.45927843330428
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
0.9987
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9814
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.959
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1298.9057
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1804
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
0.9814
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9815
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.9815
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3981
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2151
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4519
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1850.0271
UserCPU time millis
10.191
UserCPU time millis testing
0.656
UserCPU time millis training
9.535