Run
512088

Run 512088

Task 3644 (Supervised Classification) bodyfat Uploaded 28-01-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.nnTrain(3)Learner classif.nnTrain from package(s) deepnet.
classif.nnTrain(3)_outputsoftmax
classif.nnTrain(3)_seed1
classif.nnTrain(3)_kindMersenne-Twister
classif.nnTrain(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
0.4936
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4875
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0128
KB relative information score
-4.0923
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5079
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
0.4934
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4921
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.4921
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0161
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7127
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4256
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.153
UserCPU time millis testing
0.028
UserCPU time millis training
0.125