Bitcoin / TetherUS
Long
Updated

Deep Learning Model for 24-Hour BTC Price Prediction

135
Hi everyone,

I’ve developed a deep learning AI model designed to predict BTC's price movement over the next 24 hours on the 15-minute timeframe.

It’s important to note that this model does not directly provide exact entry points for trades. Instead, it indicates the likely direction of the market, meaning you’ll still need basic trading knowledge to apply it effectively.

After testing it over the course of one month, I achieved a success rate of around 90% in my trades when using the model as part of my strategy.

The model was trained using the following features:

Time-related: Hour, DayOfWeek
Price & volume lags: Close_lag_1, Close_lag_2, Close_lag_4, Close_lag_8, Close_lag_12, Volume_lag_1, Volume_lag_2, Volume_lag_4, Volume_lag_8, Volume_lag_12
Moving averages & statistics: MA_4, Std_4, Dist_MA_4, MA_16, Std_16, Dist_MA_16, MA_48, Std_48, Dist_MA_48, MA_96, Std_96, Dist_MA_96
Technical indicators: Return_log, MACD, RSI

Hourly Forecast for the Next 24 Hours
Trade active

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