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In this paper, we introduce the concept of active feature selection, and investigate a selective sampling approach to active feature selection in a filter model setting.
Further, we show how it realizes active feature selection and reduces the required number of training instances to achieve time savings without performance deterioration.
Concert music was not an active feature of the state's musical life at that time, but Mr. Abravanel made it so, reaching out to rural communities and eventually making the orchestra so popular that Utah achieved the highest per-capita attendance at symphony concerts of any state.
This research, unlike other feature engineering approaches, do not force the learner to drop the inactive features permanently; instead, it allows to learn ranking function on currently active feature subsets while keeping inactive subsets of the features in the training process.
Fig. 3 Top 10 most active feature bases of each note.
It first appeared not as an active feature, but as a (currently disabled) option in the settings on the account.
Similar(46)
The active features — 35 μm high and 80 μm wide — are relevant to the production processes for micromechanical and electronic applications.
Implementation and test of a new designed section to provide required information for identifying active features and improve decision making capability of the expert system are also discussed.
Accordingly, they can only provide very limited information on the chemical states of the surface active features and distributions among facets, causing difficulty to unambiguously correlate facet-dependent results with activity.
Carolina bays are dynamically active features.
Participant Active features a transformative combination of Existence and Influence.
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