Correcting the cost function formula for Counterfactual examples (Dandl et al.'s method) (S#9.3.1.2) #364
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According to the paper, the cost function considers a set of desired outputs as $Y'$, rather than a single desired output. This is corrected in the formula and the explanation.
…unction Changed y' to Y' according to the paper
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Thanks for spotting this. I will fix this manually in the 3rd edition (which has quite diverged from the main branch, so I can't merge this PR). |
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While reading the book, I found that the formula for the first part of the cost function has a typo. Therefore, I consulted the source paper and fixed it.