Hi Ammar,
To use k-means clustering on a cell array containing 120 cells, where each cell contains a 12x5 matrix of observations, you can follow these steps in MATLAB:
- Convert the cell array into a numerical matrix:
- Create an empty matrix of appropriate size, e.g., dataMatrix = zeros(12*5, 120).
- Use a loop to iterate over each cell in the cell array and reshape it into a column vector.
- Assign the reshaped column vector to the corresponding column in dataMatrix.
2. Perform k-means clustering on the data matrix:
- Use the kmeans function in MATLAB to perform the clustering.
- Specify the desired number of clusters, k, as an input argument.
- Optionally, you can also specify additional parameters such as the maximum number of iterations and the number of times to repeat the clustering to find the best solution.
