Run
8565484

Run 8565484

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.trees1174
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size603
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.769421496847644
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
0.9627
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.73
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3983
Cross-validation details (10-fold Crossvalidation)
KB relative information score
446.7706
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3696
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
0.8284
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7697
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.7697
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8158
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3985
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8374
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1860.3388
UserCPU time millis
3.425
UserCPU time millis testing
0.415
UserCPU time millis training
3.01