Run
8553634

Run 8553634

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 23-11-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1262
mlr.classif.ranger(15)_mtry30
mlr.classif.ranger(15)_min.node.size459
mlr.classif.ranger(15)_sample.fraction0.405885986285284
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9262
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.759
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5365
Cross-validation details (10-fold Crossvalidation)
KB relative information score
688.8349
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2876
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
0.8565
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7553
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.7553
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6348
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7862
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1266.7169
UserCPU time millis
8.91
UserCPU time millis testing
0.47
UserCPU time millis training
8.44