Run
8423993

Run 8423993

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.trees426
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size159
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.244191431277432
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
0.9709
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9048
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8068
Cross-validation details (10-fold Crossvalidation)
KB relative information score
780.1719
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2387
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
0.9063
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9052
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9052
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4833
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2883
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5801
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1180.6932
UserCPU time millis
4.52
UserCPU time millis testing
0.457
UserCPU time millis training
4.063