Run
513545

Run 513545

Task 3609 (Supervised Classification) fri_c1_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
0.7229
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7225
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4431
Cross-validation details (10-fold Crossvalidation)
KB relative information score
438.0234
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.278
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4963
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7247
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.722
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9947
Cross-validation details (10-fold Crossvalidation)
Recall
0.722
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5601
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5273
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0584
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
78.325
UserCPU time millis testing
0.027
UserCPU time millis training
78.298