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Classifying MLB Pitchers By Pitch Type Percentage

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I have 7 years of pitching data in the MLB and want to classify the pitchers over these seasons according to the frequency with which they throw certain pitches. What algorithms should be at the top of my to-try list for discerning these underlying classes?

Thanks!

submitted by scomen11
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