Run
512946

Run 512946

Task 3785 (Supervised Classification) fri_c2_100_50 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
0.649
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6519
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2932
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27.376
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.35
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4875
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6571
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.65
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9822
Cross-validation details (10-fold Crossvalidation)
Recall
0.65
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.718
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5916
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1987
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.28
UserCPU time millis testing
0.644
UserCPU time millis training
2.636