Run
485056

Run 485056

Task 42 (Supervised Classification) haberman 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
0.658
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6199
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0129
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6.0748
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3754
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5394
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7288
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7288
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9626
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4305
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9758
Cross-validation details (10-fold Crossvalidation)