Run
8271895

Run 8271895

Task 145834 (Supervised Classification) banknote-authentication 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.trees227
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size16
mlr.classif.ranger(13)_sample.fraction0.76119483972434
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
0.9994
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9913
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9823
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1303.6824
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0285
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
1372
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9913
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9913
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9913
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0577
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0964
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.194
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1325.6645
UserCPU time millis
6.871
UserCPU time millis testing
0.318
UserCPU time millis training
6.553