Run
8789143

Run 8789143

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 13-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees562
mlr.classif.ranger(16)_mtry21
mlr.classif.ranger(16)_min.node.size727
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.781284165312536
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9847
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9212
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8316
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1027.716
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2278
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
0.9344
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9196
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.9196
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5028
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2981
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6263
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1269.5006
UserCPU time millis
6.056
UserCPU time millis testing
0.307
UserCPU time millis training
5.749