Run
513671

Run 513671

Task 3775 (Supervised Classification) fri_c2_1000_5 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
0.9418
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9449
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8865
Cross-validation details (10-fold Crossvalidation)
KB relative information score
885.319
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.055
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4859
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.945
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.945
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9796
Cross-validation details (10-fold Crossvalidation)
Recall
0.945
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1132
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4929
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2345
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4758
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.054
UserCPU time millis testing
0.137
UserCPU time millis training
3.917