Run
8419159

Run 8419159

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.trees1590
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size145
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.435681781428866
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
0.9841
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9335
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.865
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1027.1435
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1387
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
0.9342
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9337
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9337
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2807
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2298
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4625
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1203.1474
UserCPU time millis
29.344
UserCPU time millis testing
2.43
UserCPU time millis training
26.914