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Learning Storm by Anand Nalya, Ankit Jain

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The use case – clustering synthetic control data

A control chart represents how a system behaves over time. It is a graph that plots one or more variables of a system or process over time. This information can be used for quality control in manufacturing and business process. When only one variable is plotted against time, it is called a univariate control chart, and when more than one variable is plotted against time, it is called a multivariate control chart.

In this chapter, we will be working with a synthetic control chart time series data provided by the UCI Machine Learning Repository. Each of the control chart belongs to one of the following categories:

  • Normal
  • Cyclic
  • Increasing trend
  • Decreasing trend
  • Upward shift
  • Downward shift

Each of the control ...

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