Open AccessRobustness of Adaptive Neuro- Fuzzy Inference System for Optimal Prediction using Roulette Wheel Method
Author(s) -
D. Kalpanadevi
Publication year - 2020
Publication title -
international journal of recent technology and engineering
Language(s) - English
Resource type - Journals
ISSN - 2277-3878
DOI - 10.35940/ijrte.e4951.018520
Subject(s) - robustness (evolution) , computer science , adaptive neuro fuzzy inference system , machine learning , artificial intelligence , data mining , fuzzy control system , neuro fuzzy , inference , inference system , adaptive system , decision support system , fuzzy logic , biochemistry , chemistry , gene
An information system that supports automatic decision making with help of intelligent system by computerized manner. The proposed work has been developed and deployed a robust method is contributed to decision making in medical system and the diagnosis the major risk of the patients in earlier. The main goal of the proposed research is to develop data mining techniques to support decision making and to control the controllable risk factors and also overcome the other parts of organs highly affected by diabetes, kidney disease, heart condition and which in turn reduces the risk of the patients. Robustness of Adaptive Neuro-Fuzzy Inference System (RANFIS) designed a fuzzy inference system (FIS) to enrich the knowledge about the data set whose membership function parameters can be altered randomly by the process of mutation.