Run
513662

Run 513662

Task 3678 (Supervised Classification) fri_c3_1000_5 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
0.6444
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.654
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2942
Cross-validation details (10-fold Crossvalidation)
KB relative information score
302.1315
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.341
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4921
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6559
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.659
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9886
Cross-validation details (10-fold Crossvalidation)
Recall
0.659
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.693
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.496
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.584
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1773
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.533
UserCPU time millis testing
0.017
UserCPU time millis training
0.516