General thoughts of training trading bot

  • regime change occurs on the average every 3 months and the model gets outdated.
  • early signs of outdated model includes consistent non-commit signals
  • initial changes to trading parameters will tend to yield poor initial outcomes.
  • Good outcomes will require time to play itself out
  • Buying on the MACD bullish reversal tends to be too late in a volatile market. Potential gains from the reversal would have most likely played out by then
  • Drastically reducing number of outstanding positions leads to inefficiency of capital deploy as capital is left idling around with a bullish trend plays itself out
  • Explore buying when negative MACD trend slows down.

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