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practice [2018/03/22 14:05]
yzan
practice [2018/03/30 19:00] (current)
yzan
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 ==Avoid leaking features== ==Avoid leaking features==
-  - Do not use leaking patterns (Odds ratio, WOE, Time WOE, Aggregate WOE). 
   - Avoid patterns that can incorporate a single leaking attribute many times (Aggregate frame, Aggregate subgroup, Ratio).   - Avoid patterns that can incorporate a single leaking attribute many times (Aggregate frame, Aggregate subgroup, Ratio).
   - Always use nonzero blackout on temporal data (even just 1 second is enough).   - Always use nonzero blackout on temporal data (even just 1 second is enough).

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