Freaks City

Time series forecasting requires transforming sequential observations into a supervised learning format. A sliding window approach maps historical values to future targets. Given a continuous sequence, a fixed window size creates input-output pairs where past observations serve as features and subsequent values act as labels. Data Transformatio ...