Question: Sequential Forward Search (SFS) algorithm has been used for feature selection. Suppose index 1 has been found to be the best feature among all


Sequential Forward Search (SFS) algorithm has been used for feature selection. Suppose

Sequential Forward Search (SFS) algorithm has been used for feature selection. Suppose index 1 has been found to be the best feature among all the extracted features for three-category classification. Find out whether the combination of index 1 and index 2 or the combination of index 1 and index 3 is better to classify machine conditions into three categories. The obtained data are listed as follows: For the combination of index 1 and index 2 W: {(1,1)', (2,1)', (2,3)' (1,3)'} W: {(4,3), (5,3)', (5,4)' (4,4)'} W: {(6,5)', (8,5)', (8,7)' (6,7)'} For the combination of index 1 and index 3 W: {(1,1)', (2,1)', (2,2)' (1,2)'} W: {(4,4)', (5,4)', (5,6)' (4,6)'} W3: {(6,9)', (8,9)', (8,10)' (6,10)'} Please calculate the trace using the concept of intraclass Euclidean distance measures to justify your answer.

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