Benchmark Dataset for Mid-Price Forecasting of Limit Order Book Data with Machine Learning Methods

Adamantios Ntakaris, Martin Magris, Juho Kanniainen +2

Managing the prediction of metrics in high-frequency financial markets is a challenging task. An efficient way is by monitoring the dynamics of a limit order book to identify the i…