What does the Kappa statistic measure?

@pagal_guy wrote:

Hello,

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Though the accuracy is quite high the balanced accuracy and Kappa value are low.
What does Kappa capture??Also how is this balanced accuracy calculated.Is it something like the Adj-R^2 in linear regression

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