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Analysis on time complexity of grouped training set: Assume the size of training set is M before being grouped, and the dimension of eigenvector is N. From the original VCA method, the following conclusions [4] can be obtained: The training under the VCA method will finish after iteration for t ≤ M + 1 times at the most.
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