Run
521860

Run 521860

Task 9959 (Supervised Classification) ringnorm Uploaded 07-02-2016 by Rafael Gomes Mantovani
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Flow

classif.nnTrain(5)Learner classif.nnTrain from package(s) deepnet.
classif.nnTrain(5)_outputsoftmax
classif.nnTrain(5)_seed1
classif.nnTrain(5)_kindMersenne-Twister
classif.nnTrain(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
0.7427
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7425
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4857
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3597.4807
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2569
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
7400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7448
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7431
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9999
Cross-validation details (10-fold Crossvalidation)
Recall
0.7431
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5138
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5068
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0137
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.752
UserCPU time millis testing
0.03
UserCPU time millis training
1.722