A two stage grading approach for feature selection and classification of microarray data using Pareto based feature ranking techniques: A case study

High dimensional search space in microarray data with large number of genes and few dozen of samples increases the complexity of analysis of such databases. All the genes are not significant and hence informative genes are required to be extracted. So dimension reduction is necessary for this proces...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Journal of King Saud University: Computer and Information Sciences
المؤلف الرئيسي: Rasmita Dash
التنسيق: مقال
اللغة:الإنجليزية
منشور في: Springer 2020-02-01
الوصول للمادة أونلاين:http://www.sciencedirect.com/science/article/pii/S1319157817301581