Run
506522

Run 506522

Task 3602 (Supervised Classification) visualizing_environmental Uploaded 20-01-2016 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
0.5664
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5529
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1353
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16.7283
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4234
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499
Cross-validation details (10-fold Crossvalidation)
Number of instances
111
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5832
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5766
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.5766
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8485
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6507
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3027
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.054
UserCPU time millis testing
0.014
UserCPU time millis training
0.04