If your variable importance is dramatically skewed to "owns a land rover" you're overfitting or are laden with bias.
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That slide looks like an easy way to identify Brett Easton Ellis characters.
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Does HH == Household?
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If it were "Himalayan Homes" then maybe? Looks like someone skipped class on sampling bias lecture day. Sorry you have to sit through that.
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