Run
508041

Run 508041

Task 10095 (Supervised Classification) breast-tissue Uploaded 27-01-2016 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
0.4947
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.0922
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0107
KB relative information score
10.2196
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2673
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2763
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.0775
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1981
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5667
Cross-validation details (10-fold Crossvalidation)
Recall
0.1981
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9675
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3716
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.517
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3912
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.102
UserCPU time millis testing
0.017
UserCPU time millis training
0.085