Run
542528

Run 542528

Task 36 (Supervised Classification) segment 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)_repeats33
classif.avNNet(8)_bagTRUE
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
0.9298
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8754
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8596
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2009.9775
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0344
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2449
Cross-validation details (10-fold Crossvalidation)
Number of instances
2310
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8834
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8797
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.8074
Cross-validation details (10-fold Crossvalidation)
Recall
0.8797
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1404
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3499
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1854
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5299
Cross-validation details (10-fold Crossvalidation)