Run
481336

Run 481336

Task 60 (Supervised Classification) zoo Uploaded 01-12-2015 by Rafael Gomes Mantovani
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Flow

classif.avNNet(1)Learner classif.avNNet from package(s) nnet.
classif.avNNet(1)_size3
classif.avNNet(1)_seed1
classif.avNNet(1)_kindMersenne-Twister
classif.avNNet(1)_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.

17 Evaluation measures

Area under ROC curve
0.9868
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8764
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8549
Cross-validation details (10-fold Crossvalidation)
KB relative information score
80.2224
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0512
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2188
Cross-validation details (10-fold Crossvalidation)
Number of instances
101
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8909
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8911
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4427
Cross-validation details (10-fold Crossvalidation)
Recall
0.8911
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.234
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3294
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1475
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4477
Cross-validation details (10-fold Crossvalidation)