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analysis2024StatisticsMachine Learning

NBA Scouting Analytics

Multivariate player roles and All-Star detection

Visual overview of the NBA Scouting Analytics project
508Players analysed
100%Test sensitivity

01

Analysis

Minute-adjusted features reduce volume bias before PCA, role clustering and a three-component PLS-DA classifier.

Evidence

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