Run
8652961

Run 8652961

Task 145834 (Supervised Classification) banknote-authentication Uploaded 15-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees550
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size40
mlr.classif.ranger(15)_sample.fraction0.555856373719871
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9991
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9869
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9734
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1231.1516
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0604
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
0.9869
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9869
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9869
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1222
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1246
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2506
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1405.235
UserCPU time millis
2.43
UserCPU time millis testing
0.14
UserCPU time millis training
2.29