Run
513676

Run 513676

Task 3775 (Supervised Classification) fri_c2_1000_5 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.dbnDNN(3)Learner classif.dbnDNN from package(s) deepnet.
classif.dbnDNN(3)_outputsoftmax
classif.dbnDNN(3)_seed1
classif.dbnDNN(3)_kindMersenne-Twister
classif.dbnDNN(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
0.7238
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7229
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.438
Cross-validation details (10-fold Crossvalidation)
KB relative information score
418.5952
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.279
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4859
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7304
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.721
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9796
Cross-validation details (10-fold Crossvalidation)
Recall
0.721
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5742
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4929
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5282
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0716
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.569
UserCPU time millis testing
0.018
UserCPU time millis training
0.551