Run
512330

Run 512330

Task 3616 (Supervised Classification) pm10 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.neuralnet(3)Learner classif.neuralnet from package(s) neuralnet.
classif.neuralnet(3)_err.fctce
classif.neuralnet(3)_seed1
classif.neuralnet(3)_kindMersenne-Twister
classif.neuralnet(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
0.5154
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5154
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0309
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15.8219
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.484
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5156
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.516
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.516
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9682
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6957
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3916
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
55.493
UserCPU time millis testing
0.026
UserCPU time millis training
55.467