Run
8568551

Run 8568551

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 27-11-2017 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.trees667
mlr.classif.ranger(9)_mtry7
mlr.classif.ranger(9)_min.node.size298
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.397696716221981
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
0.9886
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9623
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9167
Cross-validation details (10-fold Crossvalidation)
KB relative information score
873.5264
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2813
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
0.9623
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9624
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.9624
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6209
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3152
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6623
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1870.742
UserCPU time millis
2.862
UserCPU time millis testing
0.209
UserCPU time millis training
2.653