Run
521025

Run 521025

Task 3712 (Supervised Classification) wind Uploaded 06-02-2016 by Rafael Gomes Mantovani
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Flow

classif.nnet(5)Learner classif.nnet from package(s) nnet.
classif.nnet(5)_size3
classif.nnet(5)_seed1
classif.nnet(5)_kindMersenne-Twister
classif.nnet(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
0.7109
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7101
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4327
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2931.7653
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2753
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4979
Cross-validation details (10-fold Crossvalidation)
Number of instances
6574
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7577
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7247
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9969
Cross-validation details (10-fold Crossvalidation)
Recall
0.7247
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.553
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5247
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0517
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.537
UserCPU time millis testing
0.051
UserCPU time millis training
3.486