LITECOIN PRICE PREDICTION USING LSTM MODEL

Abstract

Litecoin is that the world's most generally recognized cryptocurrency, which makes it appealing to investors and traders. The high volatility of the Litecoin charge per unit, on the opposite hand, makes it tough to predict. As a result, money markets place a premium on predicting its conduct. During this method, recent analysis has been conducted to make your mind up what internal and/or external Litecoin information is vital to its prediction. The adoption of cryptocurrencies as a variety of payment and therefore the inflated use of Deep learning techniques to predict statistic.

 The aim is to search out additional correct predictions for the Litecoin worth to speculate on the coin. During this method, feature choice ways were tested so as to realize predictions within the initial stage of the projected methodology. The action of Long Short Term Memory (LSTM) for worth direction predictions was examined within the series. LSTM used for data analysis to understand the best possible model for price prediction. Data collected over a six and a half-year period from 2014 to 2021 is analysed and evaluated with MSE, MAE, and RMSE performance parameters. The best results for Litecoin price prediction are achieved when LSTM model is used.