Run
514454

Run 514454

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

classif.saeDNN(3)Learner classif.saeDNN from package(s) deepnet.
classif.saeDNN(3)_outputsoftmax
classif.saeDNN(3)_seed1
classif.saeDNN(3)_kindMersenne-Twister
classif.saeDNN(3)_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
0.5883
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5954
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1811
Cross-validation details (10-fold Crossvalidation)
KB relative information score
270.6109
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3943
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
0.6006
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6057
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.6057
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7984
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6279
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2637
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.789
UserCPU time millis testing
0.021
UserCPU time millis training
0.768