Run
514445

Run 514445

Task 10093 (Supervised Classification) banknote-authentication Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(42)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(42)_seed1
classif.randomForest(42)_kindMersenne-Twister
classif.randomForest(42)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9944
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9942
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9882
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1355.678
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0058
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
0.9942
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9942
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9942
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0118
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0764
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1537
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.125
UserCPU time millis testing
0.091
UserCPU time millis training
7.034