Run
486112

Run 486112

Task 3642 (Supervised Classification) fri_c0_250_5 Uploaded 02-12-2015 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
0.9092
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8359
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.672
Cross-validation details (10-fold Crossvalidation)
KB relative information score
144.3835
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2236
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8365
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.836
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.836
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4472
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3438
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6875
Cross-validation details (10-fold Crossvalidation)