Run
8423961

Run 8423961

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.trees1427
mlr.classif.ranger(13)_mtry4
mlr.classif.ranger(13)_min.node.size236
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.468395118834451
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
0.9647
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9152
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8281
Cross-validation details (10-fold Crossvalidation)
KB relative information score
985.4345
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1518
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
0.9157
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9155
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9155
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3073
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2615
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5262
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1176.8491
UserCPU time millis
28.873
UserCPU time millis testing
3.198
UserCPU time millis training
25.675