Run
8762826

Run 8762826

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 31-12-2017 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.trees1487
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size459
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.864609002531506
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
0.9501
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6494
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2365
Cross-validation details (10-fold Crossvalidation)
KB relative information score
379.6215
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3819
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
0.8039
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7197
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.7197
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8429
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4103
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8621
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1822.2858
UserCPU time millis
4.359
UserCPU time millis testing
0.581
UserCPU time millis training
3.778