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Decision tree ensemble compilation

  • US 8,918,771 B2
  • Filed: 09/25/2012
  • Issued: 12/23/2014
  • Est. Priority Date: 09/25/2012
  • Status: Active Grant
First Claim
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1. A method comprising, by a computing device:

  • evaluating a decision tree in interpreted mode;

    collecting statistics while the decision tree is evaluated in interpreted mode;

    representing the decision tree as source code;

    annotating each decision in the decision tree with instructions determined based on the collected statistics; and

    compiling the source code into machine code, the machine code being optimized based on the instructions annotating each decision in the decision tree.

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