Thank you very much for quick answer. I attach head of my dataset in variables.pdf My model is used for "solving" preflop ranges in No Limit Texas Holdem Heads Up game (1v1) The database is pretty big, it consists of 6.5kk observation (hands). The target variable is Result and it is Interval Variable. Input data: Hand - Nominal variable, possible 169 combinations (possible combination of 2 cards that are dealt to player in game); Action - Nominal variable, possible 12 combinations (12 possible lines of betting pattern in game); VPIP, WTSD_, W_WSF_PFR_VPIP_Ratio - interval variables, that describe the playing style of opponent in current Hand, some values are repeatable as you can see, because some hands were played versus the same opponent. Actually I do not think that any input variable is similiar to target. More than 99% of dataset has target variable (Result) in interval [-50,50]
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