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synthetic_control: Synthetic Control Chart Time Series Data Set

Description

This dataset contains 600 examples of control charts synthetically generated by the process in Alcock and Manolopoulos (1999) and obtained from the UCI Machine Learning Repository http://archive.ics.uci.edu/ml/datasets/Synthetic+Control+Chart+Time+Series.

Arguments

Format

A matrix with 600 rows (series) and 60 columns (timepoints)

Details

There are six different classes of control charts:

  1. Normal (Rows 1-100)

  2. Cyclic (Rows 101-200)

  3. Increasing trend (Rows 201-300)

  4. Decreasing trend (Rows 301-400)

  5. Upward shift (Rows 401-500)

  6. Downward shift (Rows 501-600)

References

Alcock R.J. and Manolopoulos Y. Time-Series Similarity Queries Employing a Feature-Based Approach. 7th Hellenic Conference on Informatics. August 27-29. Ioannina, Greece 1999.