Run
8416571

Run 8416571

Task 145834 (Supervised Classification) banknote-authentication Uploaded 02-11-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1133
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size52
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.61028372363653
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
0.999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9847
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.969
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1129.888
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1052
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
0.9848
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9847
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9847
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.213
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.156
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3138
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1195.922
UserCPU time millis
21.764
UserCPU time millis testing
2.027
UserCPU time millis training
19.737