Run
480396

Run 480396

Task 3628 (Supervised Classification) fri_c2_100_10 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
0.804
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7307
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.46
Cross-validation details (10-fold Crossvalidation)
KB relative information score
40.3388
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3014
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4951
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.735
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.73
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9931
Cross-validation details (10-fold Crossvalidation)
Recall
0.73
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6088
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4364
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8771
Cross-validation details (10-fold Crossvalidation)