Dataset_Synthetic_Control: The synthetically generated control charts.

Description Usage Format Details Source

Description

The data represents control charts synthetically generated by the process described in (Alcock and Manolopoulos, 1999).

Usage

1

Format

A dataset with 600 observations and a sequence length of 60, with a single sequence per line.

The y data is the response (1 or 0).

The x data constructs time series sequences (numeric).

Both training and testing datasets contain 300 sequence observations.

Details

Class 1 represents 'normal' status, while class 0 represents either 'Cyclic', 'Increasing trend', 'Decreasing trend', 'Upward shift' or Downward shift.

Source

https://archive.ics.uci.edu/ml/datasets/Synthetic+Control+Chart+Time+Series


lweicdsor/OSTSC documentation built on May 8, 2019, 1:13 p.m.