Winner Carreras Americanas ((exclusive)) (2025)

To find a winner, you must first understand the "class" of the race. American racing is tiered to ensure competitive parity:

Predict which horse will win a given race (binary or ranking target: 1 if winner, else 0 ). winner carreras americanas

# Distance-specific win rate (precomputed per horse) race_history_df['dist_win_rate'] = ( race_history_df.groupby(['horse_id', 'distance'])['is_winner'] .transform('mean') ) To find a winner, you must first understand