Run
512036

Run 512036

Task 52 (Supervised Classification) heart-statlog 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.nnet(3)Learner classif.nnet from package(s) nnet.
classif.nnet(3)_size3
classif.nnet(3)_seed1
classif.nnet(3)_kindMersenne-Twister
classif.nnet(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
0.5317
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4681
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0695
Cross-validation details (10-fold Crossvalidation)
KB relative information score
39.9466
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4185
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
270
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6596
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5815
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.5815
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8474
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6469
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3019
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.24
UserCPU time millis testing
0.065
UserCPU time millis training
0.175