Run
8419929

Run 8419929

Task 145834 (Supervised Classification) banknote-authentication Uploaded 02-11-2017 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.trees47
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size423
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.782454795320518
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9662
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9077
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8126
Cross-validation details (10-fold Crossvalidation)
KB relative information score
944.0194
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1702
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
0.9095
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9082
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9082
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3445
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2651
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5335
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1206.811
UserCPU time millis
0.821
UserCPU time millis testing
0.099
UserCPU time millis training
0.722