Run
8274212

Run 8274212

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 27-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees658
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_min.node.size627
mlr.classif.ranger(13)_sample.fraction0.940274487016723
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
0.9856
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9503
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8891
Cross-validation details (10-fold Crossvalidation)
KB relative information score
794.0881
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2994
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
0.9527
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9511
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.9511
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6608
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3312
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.696
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1258.6306
UserCPU time millis
16.526
UserCPU time millis testing
1.184
UserCPU time millis training
15.342