Run
8580548

Run 8580548

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.trees1471
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size14
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.626754285115749
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
0.997
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9756
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.946
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1185.6676
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2065
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
0.9761
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9758
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.9758
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4559
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.249
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5233
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1754.1079
UserCPU time millis
15.395
UserCPU time millis testing
1.09
UserCPU time millis training
14.305