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Nov 23, 2014 at 13:35 comment added rolando2 I like the first 1/2 of the answer. "looking at all your data to decide what features to include": if this approach were taken, then your point about cross-validation wouldn't apply, because this would not even be cross-validation. It would defeat the purpose of cross-validation.
Nov 17, 2013 at 20:02 comment added PascalVKooten It seems more likely to separate the data perhaps. The actual goal at this moment is to predict the price the product was offered for (though the goal is arbitrary; it's just a fun thing).
Nov 17, 2013 at 19:59 comment added PascalVKooten What I meant was that this method doesn't predict 249 which is really close to 250 (the actual value), but there is around a 50% chance the error will be 0. I'm having doubts whether having it as a feature (where perhaps the estimates will just be used in 100% of the cases to make some prediction, even though the other 50% time it might be about some version number or something instead of the actual price mentioned)
Nov 17, 2013 at 18:33 history answered alto CC BY-SA 3.0