Run
515808

Run 515808

Task 57 (Supervised Classification) ionosphere Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.nnTrain(3)Learner classif.nnTrain from package(s) deepnet.
classif.nnTrain(3)_outputsoftmax
classif.nnTrain(3)_seed1
classif.nnTrain(3)_kindMersenne-Twister
classif.nnTrain(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
0.5116
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5563
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0239
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6.8968
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4359
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4604
Cross-validation details (10-fold Crossvalidation)
Number of instances
351
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5509
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5641
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.5641
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9467
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6602
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3763
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.255
UserCPU time millis testing
0.03
UserCPU time millis training
0.225