Run
515877

Run 515877

Task 39 (Supervised Classification) sonar Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.avNNet(5)Learner classif.avNNet from package(s) nnet.
classif.avNNet(5)_size3
classif.avNNet(5)_seed1
classif.avNNet(5)_kindMersenne-Twister
classif.avNNet(5)_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.

20 Evaluation measures

Area under ROC curve
0.7965
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8004
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5995
Cross-validation details (10-fold Crossvalidation)
KB relative information score
125.4589
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1971
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
0.8091
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8029
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.8029
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.396
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.444
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.89
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.308
UserCPU time millis testing
0.847
UserCPU time millis training
4.461