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In classification models, there is a concept of precision (% of correct positives) and recall (how many positives are captured from the population). The author
by stared 4y ago
In classification models, there is a concept of precision (% of correct positives) and recall (how many positives are captured from the population).
The author correctly points out that recall is very low in a typical recruitment process.
As much as I agree with the sentiment, employer incentives are not to find ALL suitable candidates but to find just ONE suitable candidate. Everything beyond that is a waste of resources.
For some positions (e.g. finding a co-founder or an artist with a unique style) - yes, low recall might be a limiting factor. It is just a market for most other roles - in particular, all that can be summarized with a job title.