How to Forecast Time Series Data using any Supervised Learning Model

How to Forecast Time Series Data Using any Supervised Learning Model

Featurizing time series data into a standard tabular format for classical ML models and improving accuracy using AutoML

This article delves into enhancing the process of forecasting daily energy consumption levels by transforming a time series dataset into a tabular format using open-source libraries. We explore the application of a popular multiclass classification model and leverage AutoML with Cleanlab Studio to significantly boost our out-of-sample accuracy. …

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