Run
507213

Run 507213

Task 3779 (Supervised Classification) fri_c3_100_5 Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.neuralnet(3)Learner classif.neuralnet from package(s) neuralnet.
classif.neuralnet(3)_err.fctce
classif.neuralnet(3)_seed1
classif.neuralnet(3)_kindMersenne-Twister
classif.neuralnet(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
0.7005
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.701
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3971
Cross-validation details (10-fold Crossvalidation)
KB relative information score
38.7436
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7042
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.99
Cross-validation details (10-fold Crossvalidation)
Recall
0.7
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6086
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5477
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1034
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.103
UserCPU time millis testing
0.012
UserCPU time millis training
3.091