Run
522653

Run 522653

Task 2074 (Supervised Classification) satimage Uploaded 09-02-2016 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
0.9054
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8388
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8081
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5187.2604
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0515
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2701
Cross-validation details (10-fold Crossvalidation)
Number of instances
6430
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8361
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8454
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4836
Cross-validation details (10-fold Crossvalidation)
Recall
0.8454
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1908
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.227
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6177
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
22.912
UserCPU time millis testing
0.252
UserCPU time millis training
22.66