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The RF results successfully identified most of the variables used to construct the principal components for eight planning zones (Table 3) and also explained more than 73% of the variance in the dataset from all of the planning zones in Marion County, Indiana (Figs. 4, 5, 6, 7, 8, 9, 10, 11).
In agreement with the simultaneously recorded data [10], the pooled dataset from all of the recorded mice again show the existence of this overall hierarchical arrangement in CA1 cell response selectivity (from general to specific-response features) (Figure 6B).
We predicted that primary vectors of cichlid divergence identified by a PCA within lakes would differ from those identified by a PCA run on the combined dataset from all lakes (Figure 2).
To further assess possible effects of PU.1 expression perturbations on the entire multi-dimensional gene expression dataset from all 566 cells, we performed principal component analysis (PCA).
Accordingly, the distance between datasets was calculated as the average interpoint distance of all points in one dataset from all points in the other dataset.
Principal Components Analysis (PCA) of the H nuclear magnetic resonance (NMR) spectroscopy dataset from all time points combined demonstrated some separation according to dose (data not shown).
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For the breast cancer samples, analyses were performed both within each individual dataset and across the aggregated dataset derived from all individual datasets pooled together, as indicated.
Figure 1 Recovery of actives in each of the DUD datasets from all decoys in the DUD, averaged across all 40 datasets.
Datasets from all platforms (shipboard, aerial, shore, and tag) were included.
The datasets from all three lakes had similar levels of variation in their PC1 scores (Table 3).
Clean datasets from all sites were merged to enable cross-site analyses.
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