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documentationImprovements or additions to documentationImprovements or additions to documentationsuggestionPossible enhancementPossible enhancement
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The subheading should be "k-nearest neighbours" (with hyphen and no caps).
I don't think the "nearest-neighbour" in the description should be hyphenated.
The URL in the Description section should be a hyperlink (perhaps just saying "click here to read more").
Although not a typo per-se, I don't know what the @weight attribute does from the description here.
Tons of the arguments show up as Unknown Type, which I imagine is a typo/flag missing on building the reference doc?
For the fit message, it could be clearer about "need to be the same size" (of points, columns, everything?).
For the predict message, the sentences all begin lowercase (as opposed to uppercase in fit).
There's weird/broken formatting for the predictpoint message:
<o>buffer~</o>
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documentationImprovements or additions to documentationImprovements or additions to documentationsuggestionPossible enhancementPossible enhancement