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Lucas Fidon edited subsubsection_Position_based_metric_When__.tex
almost 8 years ago
Commit id: b5759b37e7949722b8082589935031a64a753ffe
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\subsubsection{Position-based metric}
When $C_{penalty}$ is low $(C_{penalty}\leq 1.3)$ almost 75\% of the clusters contain only one player and the other contain 2 or 3 players. On the contrary, when $C_{penalty}$ is high $(C_{penalty}\geq 1.5)$ all the players tend to be gather in a single cluster.
While increasing $C_{penalty}$ from 1.3 to 1.5 the players first form largely 2-player clusters.
Goal keepers appear almost always isolated in two different clusters excepting during an action embedding or close to a shot. They are the last players to join the last cluster when $C_{penalty}$ is increased.