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Evaluation of classification and forecasting methods on time series gene expression data
Time series gene expression data is broadly used to review totally different dynamic organic processes. Although gene expression datasets share many of the traits of time series data from different domains, most of the analyses on this subject don’t totally leverage the time-ordered nature of the data and focus on clustering the genes based mostly on their expression values. Other domains, equivalent to monetary inventory and climate prediction, make the most of time series data for forecasting functions. Moreover, many research have been performed to categorise generic time series data based mostly on development, seasonality, and different patterns. Therefore, an evaluation of these approaches on gene expression data could be of nice curiosity to…