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[D] How can I reduce the difference between real and predicted stock price?

I’m using LSTM in deep learning to predict indexes.

I used MinMaxSacler(0~1) and The lowest MSE obtained through the model is 0.000003

However, there is a big difference between the predicted price and the real price.

I wonder if it is possible to bridge this gap.

If I can, I wonder which method I should use.

Your valuable opinions and thoughts will be very much appreciated.

submitted by /u/GoBacksIn
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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.