Run
507666

Run 507666

Task 3491 (Supervised Classification) hayes-roth Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.nnet(3)Learner classif.nnet from package(s) nnet.
classif.nnet(3)_size3
classif.nnet(3)_seed1
classif.nnet(3)_kindMersenne-Twister
classif.nnet(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
0.7629
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6955
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5356
Cross-validation details (10-fold Crossvalidation)
KB relative information score
91.2886
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.15
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3201
Cross-validation details (10-fold Crossvalidation)
Number of instances
160
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7268
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5625
Cross-validation details (10-fold Crossvalidation)
Recall
0.7
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4686
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3992
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3873
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9702
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.281
UserCPU time millis testing
0.034
UserCPU time millis training
0.247