Run
519662

Run 519662

Task 3821 (Supervised Classification) segment Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.nnet(5)Learner classif.nnet from package(s) nnet.
classif.nnet(5)_size3
classif.nnet(5)_seed1
classif.nnet(5)_kindMersenne-Twister
classif.nnet(5)_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
0.8904
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9643
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8483
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1903.2507
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0342
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2451
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9659
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9658
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5925
Cross-validation details (10-fold Crossvalidation)
Recall
0.9658
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1395
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1849
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5285
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.782
UserCPU time millis testing
0.044
UserCPU time millis training
1.738