Run
495705

Run 495705

Task 3614 (Supervised Classification) analcatdata_wildcat 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
0.8169
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.655
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1187
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32.2984
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3235
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4115
Cross-validation details (10-fold Crossvalidation)
Number of instances
163
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6489
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6933
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8699
Cross-validation details (10-fold Crossvalidation)
Recall
0.6933
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7862
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.453
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3974
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8772
Cross-validation details (10-fold Crossvalidation)