Run
540104

Run 540104

Task 39 (Supervised Classification) sonar Uploaded 22-03-2016 by Random Bot
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Flow

classif.avNNet(8)Learner classif.avNNet from package(s) nnet.
classif.avNNet(8)_repeats24
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
0.8441
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8487
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6968
Cross-validation details (10-fold Crossvalidation)
KB relative information score
145.5877
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.149
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Number of instances
208
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8615
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.851
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.851
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2994
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3861
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7739
Cross-validation details (10-fold Crossvalidation)