Run
542562

Run 542562

Task 6 (Supervised Classification) letter Uploaded 23-03-2016 by Random Bot
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Flow

classif.avNNet(8)Learner classif.avNNet from package(s) nnet.
classif.avNNet(8)_repeats13
classif.avNNet(8)_seed1
classif.avNNet(8)_kindMersenne-Twister
classif.avNNet(8)_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
0.729
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4506
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.458
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9445.6701
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0401
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.486
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.479
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.479
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5419
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2002
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0411
Cross-validation details (10-fold Crossvalidation)