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The mechanisms for choosing which validators get to add new blocks to the chain, and penalizing them for misbehavior, must be built into the algorithm.
In order to ignore unintended behavior of the user, a Bayesian minimum risk classification rule with two loss coefficients is built into the algorithm.
In other words, there's not a perfect set of decisions resulting in a team's "win," but rather a set of dependencies and elasticity curves built into the algorithm that determine the team's eventual success in creating shareholder value relative to the others.
Asymmetric loss functions can be built into the algorithm right from the start.
The cost ratio of false negatives to false positives was set at 20 to 1 a priori and built into the algorithm.
While this purpose is not directly built into the algorithm, it is reflected in the possibilities of the software as well as in the article that accompanies the software.
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This feature is built into the algorithms of services like Netflix and Spotify.
The potential for overfitting can be controlled by user-driven pruning built into the algorithms.
Finally, embedded methods are built into the classification algorithm.
In order to quantify the limitations of a retrobiosynthetic approach to similarity search, we added random bonds between any two atoms in natural product structures, simulating the effect of a tailoring reaction which violates the retrobiosynthetic logic built into the GRAPE algorithm (Fig. 9).
An age adjustment for symptom thresholds is built into the PACS algorithm.
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