Run
514453

Run 514453

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

classif.sda(5)Learner classif.sda from package(s) sda.
classif.sda(5)_seed1
classif.sda(5)_kindMersenne-Twister
classif.sda(5)_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
0.979
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9767
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.953
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1306.8195
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0233
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
0.9778
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9767
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9767
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0472
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1527
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3073
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.337
UserCPU time millis testing
0.018
UserCPU time millis training
0.319