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An onboard ground-track predictor is constructed to generate the current range-to-go and lateral commands online.
The control design approach is based on a state prediction computation and the state predictor is constructed from a dynamic inversion in the same spirit as in Georges et al [2007].
After the nucleosome position predictor is constructed, its reliability has to be estimated.
For each feature subset F i, an ensemble predictor is constructed and tested using 10-fold cross validation test.
However, if a genetic predictor is constructed as an additive model in line with the assumptions of narrow-sense heritability, then its maximum accuracy can be calculated using narrow-sense heritability; thus, these estimates can also be used, albeit with a slightly different interpretation.
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Our consensus ensemble median-based human predictor was constructed by taking the median of all human predictions received for each compound, including those from partial entries.
A box-car predictor was constructed for each experimental condition except the blank period, and the model was independently fitted to the signal of each voxel.
Then a predictor was constructed for each feature set using nearest neighbor algorithm and then evaluated by the jackknife cross-validation.
Each predictor was constructed by the RF algorithm and evaluated by 5-fold cross-validation.
For each of feature sets, an SVM predictor was constructed and its ten-fold cross-validation performance was derived.
The comorbidity predictor was constructed as a binary variable representing the presence (= 1) or absence (= 0) of any of the 17 chronic non-insomnia-competing conditions reported by the respondents based on prior physician diagnoses.
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