Gene/Protein
Disease
Symptom
Drug
Enzyme
Compound
Pivot Concepts:
Gene/Protein
Disease
Symptom
Drug
Enzyme
Compound
Target Concepts:
Gene/Protein
Disease
Symptom
Drug
Enzyme
Compound
Query: UMLS:C0002962 (
angina
)
21,142
document(s) hit in 31,850,051 MEDLINE articles (0.00 seconds)
GEP
(Gene expression programming) is a new genetic algorithm, and it has been proved to be excellent in function finding. In this paper, for the purpose of setting up a diagnostic model,
GEP
is used to deal with the data of heart disease. Eight variables, Sex, Chest pain, Blood pressure,
Angina
, Peak, Slope, Colored vessels and Thal, are picked out of thirteen variables to form a classified function. This function is used to predict a forecasting set of 100 samples, and the accuracy is 87%. Other algorithms such as SVM (Support vector machine) are applied to the same data and the forecasting results show that
GEP
is better than other algorithms.
...
PMID:[The application of gene expression programming in the diagnosis of heart disease]. 1933 50
