K League tiers predictions cover South Korean football across K League 1 (top flight, 12 clubs), K League 2 (second division, 13 clubs) and K League 3 (regional third tier, approximately 10 clubs). Each tier has different data coverage, model confidence levels and bookmaker market efficiency. K League 1 has good prediction infrastructure; K League 2 is data-adequate; K League 3 operates in a minimal-data environment.
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