Run
496107

Run 496107

Task 9984 (Supervised Classification) fertility 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
0.491
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.816
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0338
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-21.5864
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2035
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2169
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.797
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.84
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5504
Cross-validation details (10-fold Crossvalidation)
Recall
0.84
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9383
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.325
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3601
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1079
Cross-validation details (10-fold Crossvalidation)