Run
545713

Run 545713

Task 3592 (Supervised Classification) fri_c2_100_5 Uploaded 01-04-2016 by Rafael Gomes Mantovani
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Flow

classif.neuralnet(4)Learner classif.neuralnet from package(s) neuralnet.
classif.neuralnet(4)_seed1
classif.neuralnet(4)_kindMersenne-Twister
classif.neuralnet(4)_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
0.8083
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8192
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6218
Cross-validation details (10-fold Crossvalidation)
KB relative information score
61.8033
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4804
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.819
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.82
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9721
Cross-validation details (10-fold Crossvalidation)
Recall
0.82
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3747
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4899
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4243
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.866
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.482
UserCPU time millis testing
0.01
UserCPU time millis training
0.472