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In this paper, KSRC algorithm is applied to construct predictor.
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As another example, the locations of detected alterations can be used to construct predictors when modeling survival outcome.
SegAnnDB can be used to construct predictors that agree with an expert's visual interpretation of the data.
Results from large GWAMAs are therefore key if we want to construct predictors that are widely applicable, especially for traits that have many, small genetic effects such as height and BMI.
The risk increase per standard deviation could be almost 100% higher for a constructed predictor than the updated mean HbA1c.
Through supervised analysis, we constructed predictors which employ modules predictive of breast cancer outcome.
Even though these preliminary results revealing metabolic subgroups within luminal A tumors need to be reproduced in a larger cohort, they suggest that microarray and HR MAS MRS data complement each other, which can be exploited both in subclassification and for constructing predictors of outcome or treatment response.
More can be learned about "perceived threat" as a construct and predictor by also developing better criterion variables.
Although the main objective of this study was to improve the model prediction accuracy using information fusion, the main challenge was selecting the channels that should be used to construct the predictor.
All the initial screening data (20% of each library) was then used to construct a predictor that was used to predict the remaining 80% of the screening library based on the confidence level indicated from the internal validation to give the highest gain.
With all samples represented by a feature vector, now it is possible for us to construct our predictor using the machine learning approach.
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