In the five bug databases investigated, more than 40% of issue reports are inaccurately classified (Section IV) Every third bug is not a bug. 33.8% of all bug reports do not refer to corrective code maintenance (Section V). After discussing the possible sources of these misclassifica-tions (Section VI), we turn to the consequences.. A helpful colleague says, "It's not a bug; it's a feature," and explains how to override it. Or the colleague explains, and then the novice says, "I get it! It's not a bug; it's a feature." Back then, bug referred only to programming errors--I trust you know that story--but it has since then spread to other contexts. Any machine with a learning.
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A standard joke is that a bug can be turned into a feature simply by documenting it (then theoretically no one can complain about it because it's in the manual), or even by simply declaring it to be good. "That's not a bug, that's a feature!" is a common catchphrase. This story is from the August 2018 edition of WIRED.. In a manual examination of more than 7,000 issue reports from the bug databases of five open-source projects, we found 33.8% of all bug reports to be misclassified - that is, rather than referring to a code fix, they resulted in a new feature, an update to documentation, or an internal refactoring. This misclassification introduces bias in bug prediction models, confusing bugs and features: On.
