Synthetic Control Chart Time Series

Donated on 6/7/1999

This data consists of synthetically generated control charts.

Dataset Characteristics

Time-Series

Subject Area

Other

Associated Tasks

Classification, Clustering

Feature Type

Real

# Instances

600

# Features

-

Dataset Information

Additional Information

This dataset contains 600 examples of control charts synthetically generated by the process in Alcock and Manolopoulos (1999). There are six different classes of control charts: 1. Normal 2. Cyclic 3. Increasing trend 4. Decreasing trend 5. Upward shift 6. Downward shift The following image shows ten examples from each class: data.jpeg, where (A) Downward Trend. (B) Cyclic. (C) Normal. (D) Upward Shift. (E) Upward Trend. (F) Downward Shift.

Has Missing Values?

No

Variable Information

The data is stored in an ASCII file, 600 rows, 60 columns, with a single chart per line. The classes are organized as follows: 1-100 Normal 101-200 Cyclic 201-300 Increasing trend 301-400 Decreasing trend 401-500 Upward shift 501-600 Downward shift

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Creators

Robert Alcock

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