Run
515207

Run 515207

Task 3606 (Supervised Classification) fri_c3_1000_10 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
0.699
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7031
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3978
Cross-validation details (10-fold Crossvalidation)
KB relative information score
393.4783
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.297
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4928
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7032
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.703
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9896
Cross-validation details (10-fold Crossvalidation)
Recall
0.703
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6027
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.545
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0979
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
45.416
UserCPU time millis testing
0.022
UserCPU time millis training
45.394