Run
518029

Run 518029

Task 3589 (Supervised Classification) fri_c4_1000_25 Uploaded 30-01-2016 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
0.6481
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6522
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2973
Cross-validation details (10-fold Crossvalidation)
KB relative information score
297.0802
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.347
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4956
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.652
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.653
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9936
Cross-validation details (10-fold Crossvalidation)
Recall
0.653
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7002
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4978
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5891
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1834
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.899
UserCPU time millis testing
0.032
UserCPU time millis training
0.867