Run
516418

Run 516418

Task 3789 (Supervised Classification) fri_c0_500_25 Uploaded 29-01-2016 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
0.7806
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7799
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5605
Cross-validation details (10-fold Crossvalidation)
KB relative information score
279.8729
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.22
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4998
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7818
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.78
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9997
Cross-validation details (10-fold Crossvalidation)
Recall
0.78
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4402
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.469
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9383
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.203
UserCPU time millis testing
0.354
UserCPU time millis training
3.849