Run
512008

Run 512008

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.ada(5)Learner classif.ada from package(s) ada.
classif.ada(5)_seed1
classif.ada(5)_kindMersenne-Twister
classif.ada(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
0.8375
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8433
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6818
Cross-validation details (10-fold Crossvalidation)
KB relative information score
184.4711
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1556
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
0.8457
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8444
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8444
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.315
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3944
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7937
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
20.011
UserCPU time millis testing
3.227
UserCPU time millis training
16.784