Run
519892

Run 519892

Task 3671 (Supervised Classification) fri_c3_1000_50 Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.dbnDNN(5)Learner classif.dbnDNN from package(s) deepnet.
classif.dbnDNN(5)_outputsoftmax
classif.dbnDNN(5)_seed1
classif.dbnDNN(5)_kindMersenne-Twister
classif.dbnDNN(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
0.5505
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5566
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1037
Cross-validation details (10-fold Crossvalidation)
KB relative information score
122.7843
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.431
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5606
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.569
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.569
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8725
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6565
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.321
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.985
UserCPU time millis testing
0.033
UserCPU time millis training
0.952