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A perturbation experiment was performed for each data set where the probability of missing value was set to 0.05.
The Times did try — for example, it translated the probability of Mrs. Clinton losing into the probability of missing certain field goals in football — but Ms. Cox said there was a way to make the meaning of the numbers clearer.
Using a game-theoretic approach, we formulate the problem of finding optimal detection thresholds which minimize both the number of false alarms and the probability of missing actual attacks as a two-player Stackelberg security game.
The latter depends on the probability of missing the primary traffic and probability of false alarm.
However, this speedup is at the expense of increasing the probability of missing true nearest neighbors.
Therefore, it helps to reduce the probability of missing the first arrival during the estimation stage.
the probability of missing the global optimal, where is a small number which quantifies the maximum admissible deviation between and.
This means that the probability of missing a given packet is much higher when the previous ones have been dropped.
Thus, having a relatively high false-positive is reasonable in order to decrease the probability of missing an unknown malicious file.
The extent to which these biases occur is presumably influenced by the overall proportion of missing values and by whether the probability of missing values depends on further variables, even on θ itself.
The advantages of the MMI method are apparent for fairly high proportions of missing values in combination with fairly high dependency between the latent trait and the probability of missing data on background variables.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com