9. A computer-implemented system for returning temporally aware results for a query, comprising: an alternate results determination component configured to determine an alternate set of results for a query different than a first set of results for the query if the query is classified as temporally based; a feature space function component configured to: represent one or more features of the query as a vector of coordinates in feature space, the vector of coordinates assigned a temporally based label if the query is classified as temporally based; and if user interaction with the alternate set of results indicates the query is non-temporally based and the vector of coordinates is assigned the temporally based label, then: modify the temporally based label assigned to the vector of coordinates to a non-temporally based label; and update a margin separating a temporally-based query region and a non-temporally based query region in the feature space, at least some of at least one of the alternate results determination component and the feature space function component implemented at least in part via a processor.
9. A computer-implemented system for returning temporally aware results for a query, comprising: an alternate results determination component configured to determine an alternate set of results for a query different than a first set of results for the query if the query is classified as temporally based; a feature space function component configured to: represent one or more features of the query as a vector of coordinates in feature space, the vector of coordinates assigned a temporally based label if the query is classified as temporally based; and if user interaction with the alternate set of results indicates the query is non-temporally based and the vector of coordinates is assigned the temporally based label, then: modify the temporally based label assigned to the vector of coordinates to a non-temporally based label; and update a margin separating a temporally-based query region and a non-temporally based query region in the feature space, at least some of at least one of the alternate results determination component and the feature space function component implemented at least in part via a processor. 10. The system of claim 9 , the first set of results non-temporally based.