کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
409552 679077 2006 4 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A reliable method for the diagnosis of gastric carcinoma
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
A reliable method for the diagnosis of gastric carcinoma
چکیده انگلیسی

Predicting the different levels of gastric carcinoma from clinical and histopathological investigations is an important problem in bioinformatics and a challenging task for machine learning algorithms. In this paper, we have investigated an ensemble of classifiers and tested it on a real-world dataset. A genetic algorithm is applied to select the most relevant features. The obtained results are very encouraging, our results improve the average predictive accuracy obtained in previously published works.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Neurocomputing - Volume 69, Issues 7–9, March 2006, Pages 862–865
نویسندگان
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