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Change name for INPI metric #1914

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ngupta23 opened this issue Dec 3, 2021 · 6 comments
Open

Change name for INPI metric #1914

ngupta23 opened this issue Dec 3, 2021 · 6 comments

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@ngupta23
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@ngupta23 ngupta23 commented Dec 3, 2021 •

Change INPI to PICOV (Prediction Interval Coverage)

Refer this feedback from LinkedIn from @valeman

@ngupta23 ngupta23 added this to the Time Series Gamma Release milestone Dec 3, 2021
@ngupta23 ngupta23 self-assigned this Dec 3, 2021
@ngupta23 ngupta23 added this to To do in Time Series Module via automation Dec 3, 2021
@moezali1
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@moezali1 moezali1 commented Dec 4, 2021

In statistics, the coverage probability of a technique for calculating a confidence interval is the proportion of the time that the interval contains the true value of interest.[1] For example, suppose our interest is in the mean number of months that people with a particular type of cancer remain in remission following successful treatment with chemotherapy. The confidence interval aims to contain the unknown mean remission duration with a given probability. This is the "confidence level" or "confidence coefficient" of the constructed interval which is effectively the "nominal coverage probability" of the procedure for constructing confidence intervals. The "nominal coverage probability" is often set at 0.95. The coverage probability is the actual probability that the interval contains the true mean remission duration in this example.

https://en.wikipedia.org/wiki/Coverage_probability

@moezali1 moezali1 added this to To do in PyCaret 2.3.6 Dec 4, 2021
@moezali1 moezali1 removed this from To do in PyCaret 2.3.6 Dec 4, 2021
@ngupta23
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@ngupta23 ngupta23 commented Dec 8, 2021

@moezali1 @valeman So should we shorthand it "COVPROB" then?

@moezali1
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@moezali1 moezali1 commented Dec 20, 2021

@ngupta23 I have submitted this to Prof. Anton for his suggestion. Will put the response here!

@ngupta23
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@ngupta23 ngupta23 commented Jan 8, 2022

Based on the discussion on 8th Jan 2022, we will change this to "COV_PROB".

@sayantan1410
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@sayantan1410 sayantan1410 commented Jan 11, 2022

@ngupta23 ,I think I will be able to do it.

@valeman
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@valeman valeman commented Jan 11, 2022

So for late reply folks, Cov_Prob sounds much better.

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