Run
8621301

Run 8621301

Task 145834 (Supervised Classification) banknote-authentication Uploaded 07-12-2017 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.trees741
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size407
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.349906672723591
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
0.9483
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8732
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7431
Cross-validation details (10-fold Crossvalidation)
KB relative information score
550.9699
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3245
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
0.8731
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8732
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8732
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6571
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3522
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7087
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1369.9574
UserCPU time millis
1.41
UserCPU time millis testing
0.17
UserCPU time millis training
1.24