Run
8553898

Run 8553898

Task 145834 (Supervised Classification) banknote-authentication Uploaded 23-11-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1305
mlr.classif.ranger(16)_mtry2
mlr.classif.ranger(16)_min.node.size237
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.606127271754667
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9881
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9319
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8619
Cross-validation details (10-fold Crossvalidation)
KB relative information score
972.836
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.163
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
0.9332
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9322
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9322
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.33
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2359
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4746
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1129.0675
UserCPU time millis
6.04
UserCPU time millis testing
0.799
UserCPU time millis training
5.241