Exploring Classifier Selection for Human Activity Recognition Using Machine Learning Approach

• Published in: 2023 Intelligent Computing and Control for Engineering and Business Systems (ICCEBS) pp. 1 - 5
• Main Authors: Valli, C., Amutha, R.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 14.12.2023
• Subjects: Classification Accuracy; Classification tree analysis; Computational modeling; Confusion Matrix; Human Activity Recognition; KNN; Legged locomotion; Logistic Regression; Older adults; Random Forest; Random forests; Support vector machines; SVM; Wearable sensors

Elderly and differently-abled people usually cherish the ability to stay in their homes and live independently. This independence has its challenges. One of the main threats is falling or having a health disorder at home without anyone's knowledge. Activity recognition plays an important role i...