Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:   present an efficient way of computing principal component analysis (PCA). The algorithm finds the desired number of leading eigenvectors with a computational cost that is much less than that from the eigenvalue decomposition (EVD) based PCA method. The mean squared error generated by the proposed method is very similar to the EVD based PCA method.
['Alokanand Sharma', 'Kuldip Kumar Paliwal']
I am writing a research paper on a idea Fast principal component analysis using fixed-point algorithm
[{"from": "human", "value": "I am writing a research paper on a idea Fast principal component analysis using fixed-point algorithm"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:   present an efficient way of computing principal component analysis (PCA). The algorithm finds the desired number of leading eigenvectors with a computational cost that is much less than that from the eigenvalue decomposition (EVD) based PCA method. The mean squared error generated by the proposed method is very similar to the EVD based PCA method."}]