Run
515822

Run 515822

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

classif.saeDNN(3)Learner classif.saeDNN from package(s) deepnet.
classif.saeDNN(3)_outputsoftmax
classif.saeDNN(3)_seed1
classif.saeDNN(3)_kindMersenne-Twister
classif.saeDNN(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
0.5283
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5708
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0661
Cross-validation details (10-fold Crossvalidation)
KB relative information score
60.835
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3675
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
0.5874
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6325
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.6325
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7982
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6062
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2638
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.464
UserCPU time millis testing
0.03
UserCPU time millis training
0.434