About this document
Lab06 ML Assignment-1 by Maria Javed is a document available to read on EtoBox.
The document outlines a machine learning assignment involving two tasks: EMG gesture classification and ECG heart rate regression. Task A uses EMG signals to classify 7 hand gestures with an accuracy of approximately 90% using k-NN, while Task B predicts heart rate from ECG features with a mean absolute error of 2-5 bpm using linear regression. Both tasks emphasize the importance of normalization, data partitioning, and the need for clinical validation.
- Author
- Maria Javed
- Language
- EN