Run
538117

Run 538117

Task 3949 (Supervised Classification) teachingAssistant Uploaded 18-03-2016 by Random Bot
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Flow

classif.avNNet(6)Learner classif.avNNet from package(s) nnet.
classif.avNNet(6)_repeats42
classif.avNNet(6)_bagTRUE
classif.avNNet(6)_seed1
classif.avNNet(6)_kindMersenne-Twister
classif.avNNet(6)_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
0.6646
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5411
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3276
Cross-validation details (10-fold Crossvalidation)
KB relative information score
58.0968
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3002
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4443
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5884
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5497
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.5497
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6757
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5479
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1625
Cross-validation details (10-fold Crossvalidation)