Christopher Krauß

Machine learning for time series forecasting - a simulation study

2018 · RePEc: Research Papers in Economics

We present a comprehensive simulation study to assess and compare the performance of popular machine learning algorithms for time series prediction tasks. Specifically, we consider the following algorithms: multilayer perceptron (MLP), logistic regression, naïve Bayes, …