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@@ -18,11 +18,11 @@ Dataset](https://github.com/alan-turing-institute/TCPD) (TCPD).
Change point detection focuses on accurately detecting moments of abrupt
change in the behavior of a time series. While many methods for change point
-detection exists, past research has paid little attention to the evaluation of
+detection exist, past research has paid little attention to the evaluation of
existing algorithms on real-world data. This work introduces a benchmark study
and a dataset ([TCPD](https://github.com/alan-turing-institute/TCPD)) that are
explicitly designed for the evaluation of change point detection algorithms.
-We hope that our work becomes a proving ground for the evaluation and
+We hope that our work becomes a proving ground for the comparison and
development of change point detection algorithms that work well in practice.
This repository contains the code necessary to evaluate and analyze a