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It is important to incorporate such a feature in the data analysis; otherwise, biased results are usually derived.
Choosing all controls for each case will cause controls to feature in the data multiple times.
In addition, the chronological age of the subject was used as a feature in the data analysis.
It is possible that GLAM2 has found a long low-order feature in the data set which nevertheless has good predictive ability.
Moreover, controls will feature in the data only when a measurement in the CopDiff database is within the fixed period before the corresponding case's occurrence of the outcome.
This last point draws attention to a second feature in the data: the inclination for participants to weave a multi-dimensional narrative as they strived to make links between their observations and understanding of complex causes and effects.
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Algorithm 1 Hierarchical Agglomerative Clustering This way, the values of each patient feature in the data-set are distributed over a set of derived clusters using Algorithm 1.
These can be adjusted to emphasize various features in the data.
PCA uses the features in the data set to create new features, known as the principal components.
SC learns basis functions that capture higher-level features in the data have given only unlabeled input data [36].
The plots suggest that the local error does not correlate with the trends and features in the data.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com