Run
494032

Run 494032

Task 10095 (Supervised Classification) breast-tissue Uploaded 03-12-2015 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
0.6421
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2689
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2152
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8.6167
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2678
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2763
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3418
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3679
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5667
Cross-validation details (10-fold Crossvalidation)
Recall
0.3679
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9693
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3716
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3638
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.979
Cross-validation details (10-fold Crossvalidation)