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Decision tree with just-in-time nodal computations

机译:带有及时节点计算的决策树

摘要

A computer-implemented method is disclosed for efficiently processing a large number of records. In the method, a computer system may obtain a plurality of records and a decision tree. The decision tree may include a distinction node corresponding to a distinction requiring completion of a computation. Due to the fact that the computation may be, in the overall context of the process, computationally expensive, it may initially be left uncomputed. Accordingly, if the distinction node is never reached when records are being processed, no computation time gets wasted. However, if and when the distinction node is reached, the computer system may complete the computation and make the distinction based on results of the computation.
机译:公开了一种用于有效处理大量记录的计算机实现的方法。在该方法中,计算机系统可以获得多个记录和决策树。决策树可以包括与需要完成计算的区分相对应的区分节点。由于该计算在整个过程中可能在计算上是昂贵的,因此一开始可能没有进行计算。因此,如果在处理记录时从未到达区别节点,则不会浪费任何计算时间。然而,如果并且当到达区分节点时,计算机系统可以完成计算并基于计算结果进行区分。

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