Run
7994326

Run 7994326

Task 9967 (Supervised Classification) steel-plates-fault Uploaded 17-10-2017 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.trees23
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size22
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.880788829107769
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
0.9987
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9876
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9727
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1403.4382
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1507
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
0.9876
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9876
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.9876
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3327
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.198
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4161
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1851.7796
UserCPU time millis
0.363
UserCPU time millis testing
0.039
UserCPU time millis training
0.324