Run
8583344

Run 8583344

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 28-11-2017 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.trees1543
mlr.classif.ranger(9)_mtry12
mlr.classif.ranger(9)_min.node.size351
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.264457962242886
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
0.9361
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.775
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4913
Cross-validation details (10-fold Crossvalidation)
KB relative information score
504.6116
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3456
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
0.8064
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7934
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.7934
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7627
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3857
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8105
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1712.1061
UserCPU time millis
6.783
UserCPU time millis testing
0.642
UserCPU time millis training
6.141