Run
512065

Run 512065

Task 3644 (Supervised Classification) bodyfat 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
0.5032
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4585
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0064
KB relative information score
3.9105
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4921
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
252
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.505
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5079
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.5079
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9844
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7015
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4031
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.199
UserCPU time millis testing
0.016
UserCPU time millis training
0.183