In many industries, predicting the direction of price changes is crucial for planning and decision-making.

In this competition, your task is to develop a model to predict whether the price will increase (1) or decrease (0) on the next day based on historical daily price data.

Accurate predictions will help:

Make better short-term decisions based on price trends

Reduce risk in sequential price predictions

Optimize operational planning