Run
545739

Run 545739

Task 10093 (Supervised Classification) banknote-authentication Uploaded 01-04-2016 by Rafael Gomes Mantovani
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Flow

classif.mda(3)Learner classif.mda from package(s) !mda.
classif.mda(3)_keep.fittedFALSE
classif.mda(3)_start.methodlvq
classif.mda(3)_seed1
classif.mda(3)_kindMersenne-Twister
classif.mda(3)_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.

20 Evaluation measures

Area under ROC curve
0.9816
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9796
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9589
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1314.9626
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0204
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
0.9805
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9796
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9796
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0413
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1429
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2875
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.76
UserCPU time millis testing
0.031
UserCPU time millis training
1.729