Run
515644

Run 515644

Task 3567 (Supervised Classification) collins Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.nnet(3)Learner classif.nnet from package(s) nnet.
classif.nnet(3)_size3
classif.nnet(3)_seed1
classif.nnet(3)_kindMersenne-Twister
classif.nnet(3)_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
0.6381
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3785
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.288
Cross-validation details (10-fold Crossvalidation)
KB relative information score
163.4976
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0821
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1212
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6805
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.384
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6642
Cross-validation details (10-fold Crossvalidation)
Recall
0.384
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6778
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.246
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2866
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1648
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.923
UserCPU time millis testing
0.097
UserCPU time millis training
1.826