I am performing clustering on some data points which are in various degrees, like low, medium, and high. Is it advisable to convert them into numbers like low-1, med-2, hig-3, and apply k means directly, or should I use any other method?
I performed like this, but it is not always always giving good results. Sometimes it gives very good results but sometimes it does not.
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