Run
8553969

Run 8553969

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.trees1009
mlr.classif.ranger(16)_mtry1
mlr.classif.ranger(16)_min.node.size6
mlr.classif.ranger(16)_sample.fraction0.340862457337789
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.9997
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9913
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9823
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1215.5037
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0696
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
0.9913
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9913
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9913
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1409
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1157
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2329
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1198.7258
UserCPU time millis
6.045
UserCPU time millis testing
0.87
UserCPU time millis training
5.175