Run
511087

Run 511087

Task 3657 (Supervised Classification) fri_c2_500_5 Uploaded 27-01-2016 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
0.9261
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9299
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8543
Cross-validation details (10-fold Crossvalidation)
KB relative information score
426.049
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.07
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4816
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9299
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.93
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9735
Cross-validation details (10-fold Crossvalidation)
Recall
0.93
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1453
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4907
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2646
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5392
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.603
UserCPU time millis testing
0.153
UserCPU time millis training
2.45