Run
8553682

Run 8553682

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.trees1149
mlr.classif.ranger(15)_mtry11
mlr.classif.ranger(15)_min.node.size987
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.70648160551209
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
0.9332
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6081
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1589
Cross-validation details (10-fold Crossvalidation)
KB relative information score
371.7394
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3776
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
0.793
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6971
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.6971
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8334
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4071
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8554
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1224.4072
UserCPU time millis
4.08
UserCPU time millis testing
0.33
UserCPU time millis training
3.75