Run
513699

Run 513699

Task 3775 (Supervised Classification) fri_c2_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
0.8428
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8418
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6769
Cross-validation details (10-fold Crossvalidation)
KB relative information score
668.6258
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.159
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4859
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8449
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.841
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9796
Cross-validation details (10-fold Crossvalidation)
Recall
0.841
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3272
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4929
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3987
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.809
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
17.355
UserCPU time millis testing
0.026
UserCPU time millis training
17.329