Run
515633

Run 515633

Task 3567 (Supervised Classification) collins 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
0.8787
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7816
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7629
Cross-validation details (10-fold Crossvalidation)
KB relative information score
373.5223
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0283
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
0.8257
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.788
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6642
Cross-validation details (10-fold Crossvalidation)
Recall
0.788
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2333
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.246
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1681
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6833
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
10.756
UserCPU time millis testing
0.304
UserCPU time millis training
10.452