Evaluation of Support Vector Machine and Kernel Neural Network Classification for Fast Food Nutrition Data

• Published in: 2023 Second International Conference on Augmented Intelligence and Sustainable Systems (ICAISS) pp. 150 - 154
• Main Authors: Senthilmurugan, M., Yamsani, Nagendar, M J, Carmel Mary Belinda, S, Loganayagi, Padmakala, S., Akilandeswari, A.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 23.08.2023
• Subjects: Analytical models; Feature extraction; Food Nutrition; Independent component analysis; KNN; Machine learning; Neural networks; PCA; Simulation; Support vector machines; SVM

With the development of technology, maintaining a healthy lifestyle has gotten simpler by keeping track of everyday activities like how much food you eat and what you eat. Nutritional study of fast food aims to prevent chronic diseases. Healthy nutrition and unhealthy nutrition are the two classific...