Run
8367709

Run 8367709

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 31-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1570
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size465
mlr.classif.ranger(13)_sample.fraction0.738603619555943
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9678
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.791
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5289
Cross-validation details (10-fold Crossvalidation)
KB relative information score
510.8878
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3569
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
0.8511
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.813
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.813
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7877
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3868
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8127
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1238.892
UserCPU time millis
29.033
UserCPU time millis testing
2.868
UserCPU time millis training
26.165