Run
513648

Run 513648

Task 3678 (Supervised Classification) fri_c3_1000_5 Uploaded 28-01-2016 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
0.7081
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7041
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4081
Cross-validation details (10-fold Crossvalidation)
KB relative information score
392.173
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.297
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4921
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7136
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.703
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9886
Cross-validation details (10-fold Crossvalidation)
Recall
0.703
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6036
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.496
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.545
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0987
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
16.959
UserCPU time millis testing
0.021
UserCPU time millis training
16.938