Home Community Trade Signal Discussion ML bot is not handling this chop well Reply To: ML bot is not handling this chop well


> Is the bot trained to recognize these consolidations? I

Based on my understanding of how this ML is arranged, I would bet that its not. Getting the bot to recognize a consolidation structure is effectively forcing a structure onto the ML parameters, whereas the entire point of ML is for the parameters to emerge from the data itself.

But who knows – it could be possible for it to emerge.

I’d hazard a guess that because the ML is trained to perform over a 30 day period, it may be missing this almost 3 month consolidation.

“So here is how that plays out. If the Market Index correctly predicts the 30-day direction of the market, it receives a biscuit. If it doesn’t, no biscuit.”


Granted, I don’t know how the open/close signals work within the market index. Yeah, it seems that Auto-ML is a different beast than Crypto-ML.


Also, @Justin, I’m curious about this statement:

“From a machine learning perspective, Auto-ML has been running in the background since January of 2018. ”

Does this mean that it was only trained on data from January 2018? I would assume that you could feed in historical data to train – that it doesn’t necessarily need live data.