Run
479078

Run 479078

Task 3784 (Supervised Classification) analcatdata_seropositive Uploaded 30-11-2015 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
0.9832
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9387
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8638
Cross-validation details (10-fold Crossvalidation)
KB relative information score
93.934
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1516
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4548
Cross-validation details (10-fold Crossvalidation)
Number of instances
132
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.94
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9394
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9347
Cross-validation details (10-fold Crossvalidation)
Recall
0.9394
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3333
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4765
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2208
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4633
Cross-validation details (10-fold Crossvalidation)