透過您的圖書館登入
IP:3.22.181.209
  • 期刊

Using Different Machine Learning Classification Models on the Prediction of Heart Disease

摘要


In August 2020, our group use 4 different machine learning models to predict the heart disease. We would like to find the best algorithm for predicting the heart disease. Through this project, we compare the 4 different machine learning models. We found that the svm model is the best model.

參考文獻


M.A. Hadj-Youcef, M. Adnane, A. Bousbia-Salah. (2013) Detection of epileptics during seizure free periods. In: 8th International Workshop on Systems, Signal Processing and their Applications (WoSSPA). Algiers. pp. 212
Satnam Singh, Wayne Blanding, Vishal Ravindra, Krishna Pattipati. (2006) Communication Channel Equalization-Pattern Recognition or Neural Networks? In: International Conference on Communication Technology.
Xiaoyu Zhang, Rui Wang, Tao Zhang, Yajie Liu, Yabing Zha. (2018) Short-Term Load Forecasting Using a Novel Deep Learning Framework. Energies.
Ying Tan, Yuhui Shi, Ben Niu. (2019) Advances in Swarm Intelligence: 10th International Conference, ICSI 2019, Chiang Mai, Thailand, July 26–30, 2019, Proceedings, Part II. Springer.

延伸閱讀