Run
545615

Run 545615

Task 10093 (Supervised Classification) banknote-authentication Uploaded 01-04-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.dbnDNN(5)Learner classif.dbnDNN from package(s) deepnet.
classif.dbnDNN(5)_outputsoftmax
classif.dbnDNN(5)_seed1
classif.dbnDNN(5)_kindMersenne-Twister
classif.dbnDNN(5)_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
0.5666
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5731
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.137
Cross-validation details (10-fold Crossvalidation)
KB relative information score
213.6093
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4147
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
0.5783
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5853
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.5853
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8397
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.644
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.296
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.332
UserCPU time millis testing
0.01
UserCPU time millis training
0.322