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Example of paid overlap cost.

Example of paid overlap cost.

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Figure 2: Maximum delay after which a decision is considered as missed.
Figure 3: A decision is undue when no true decision exists in the time...
Figure 4: Minimum overlap below which a decision is considered as missed.
Figure 5: Example of paid delay cost.
+3 Figure 6: Example of paid overlap cost.
Open challenges for Machine Learning based Early Decision-Making research
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  • Apr 2022
This paper has been published in SIGKDD Newsletter exploration (december 2022) . ..... More and more applications require early decisions, i.e. taken as soon as possible from partially observed data. However, the later a decision is made, the more its accuracy tends to improve, since the description of the problem to hand is enriched over time. Suc...
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... =1 might not coincide temporally with the periods of the true decisions {(s i , e i )} kx i=1 . For instance in Figure 6, the decisions made (shown in the second line) are out of sync with the truth decisions (see the first line), which results in four overlapping periods. The interested reader may refer to [15] which addresses the evaluation of models by considering such temporal overlap. ...