Ideas for creating an Automatic Threshold value from a variable vector
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Hi guys!
I'm dealing with a vector variables (of double type) which values varies depending the system is analyzed (its dimension also varies depending the characteristic of the system).
For example, lets suppose i have the following vector of numbers,
Error=[0.2 0.35 0.5 0.25 0.4 0.15 0.45 1.5 2.5 2].
You can observe that the 7th first values are lower than the last ones. So I would like to set an automatic Threshold that only include only the 7th first values of the vector, since they are significantly smaller than the last ones.
As you can see, since my system can chance, i need that the Threshold value change with it.
Thanks a lot for any idea!
2 Comments
Walter Roberson
on 20 Dec 2022
You need to decide how to tell whether a set of values are "significantly smaller" than other ones.
I notice that your values increase and decrease. What do you want to have happen if the values rise to "significant" in the middle but with "insignificant" between that and the end? Such as
Error=[0.2 0.35 0.5 1.25 0.4 0.15 0.45 1.5 2.5 2].
supposing that 1.25 is "significant" in this context.
Accepted Answer
Steven Lord
on 20 Dec 2022
Error=[0.2 0.35 0.5 0.25 0.4 0.15 0.45 1.5 2.5 2];
changepoint = ischange(Error);
results = table(Error.', changepoint.', 'VariableNames', ["Error", "Change Point"])
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