Daily forecast. Machine learning.

BITFINEX:BTCUSD   Bitcoin / U.S. Dollar
Daily forecast for BTCUSD (BITFINEX) MIN and MAX of the day based on machine learning tools.

Red rectangles in the upper part indicate an area where, according to the forecast, the daily maximum will be located.
The green rectangles at the bottom indicate an area where, according to the forecast, the daily minimum will be located.

Rectangles allocated by faces have a similar meaning, but they are the result of the forecast of the second model.

According to the models’ forecasts, we are expecting the uptrend.

In this case, one of the models indicates that the minimum of the day has already played along with the opening. We are waiting for the closure of the day candle with a gain.

We will wait for more anomalies throughout the day. They will determine the price level of closing.
Comment: Most likely, today's maximum, which was predicted by the main model, was achieved at 6:15-6:30 (UTC).
For today, in the absence of anomalies, we do not expect to reach the predicted maximum.
This is due to an unsuccessful attempt to break through the walls at a price level of 11,000 (+ -50), where at 6:15 the BUY volume was 2.3k. BTC
After that at 6:30 the answer was SELL with a volume of 2k BTC.
At the same time, it is obvious that orders to support the new price level simply did not suffice, what led to a price push down to the value of 10750.
What machine learning algo are you guys using where can i know more about it ?
@sxsumit, We are using neural networks and xgboost as a baseline models for daily forecast. But it‘s the beginning, in the nearest future models will become more complex.
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