The following data is given on a subset of the real line: (a) Using the distance function: d(rı, I2) = }(11 – 12)², which of the following three situations (1-3) represents a converged solution to the K-means algo- rithm? The two means are given by the two square symbols (O). Justify your answer with a brief discussion and calculations.

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