adjust the hyperopt objective function to emphasize profit and allow more variation in trade counts
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@ -146,9 +146,9 @@ def log_results(results):
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def calculate_loss(total_profit: float, trade_count: int, trade_duration: float):
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""" objective function, returns smaller number for more optimal results """
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trade_loss = 1 - 0.35 * exp(-(trade_count - TARGET_TRADES) ** 2 / 10 ** 5.2)
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trade_loss = 1 - 0.25 * exp(-(trade_count - TARGET_TRADES) ** 2 / 10 ** 5.8)
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profit_loss = max(0, 1 - total_profit / EXPECTED_MAX_PROFIT)
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duration_loss = min(trade_duration / MAX_ACCEPTED_TRADE_DURATION, 1)
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duration_loss = 0.7 + 0.3 * min(trade_duration / MAX_ACCEPTED_TRADE_DURATION, 1)
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return trade_loss + profit_loss + duration_loss
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