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The central task of PLS is to obtain the vectors of optimal weights w i (i = 1,..., q) to form a small number of components, while PCA is an "unsupervised" method that utilizes the X data only.
For the GO term in categories MF and BP, the PR curves of DSCP and DCS are above that of the other four existing methods (NC, ChiSquere, ZhangDC and MRF) and are also above that of RLC when inferring functions form a small number of the most similar proteins.
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The sh-TCF3-transduced PDLSCs formed a small number of thread-like collagen fibers that could not form any bone-like structure around the surface of the CBB powders.
Then DMVECs that formed a small number of short tubular structures when cultured alone were cultured in duplicate in endothelial growth basal medium (EBM-2) supplemented with EBM-2MV SingleQuots (Lonza, Walkersville, MD, USA) on 24-well plates.
Briefly, a suboptimal number (10) of human umbilical vein endothelial cells (HUVECs), which formed a small number of short tubular structures when cultured alone, were cultured in duplicate in EBM-2 supplemented with EBM-2 MV SingleQuots® on 12-well Matrigel® plates (BD Biosciences) with or without monocytic EPCs (10).
In addition, these mRNA granules merge to form a smaller number of more intensely fluorescent granules.
Factor analysis places together closely related items to form a smaller number of "latent variables" (factors) explaining the maximum amount of common variance in a correlation matrix.
They do so by encoding all possible permutations in the form of a small number of "qubits".
Once somebody becomes a killer, turning back is extremely difficult — this is known as "the tyranny of sunk costs" — and most civil-war violence takes the form of a small number of killers persuading members of the general populace to suggest who their next victims should be.
A fully evolutionary approach, with nonstationarity both in amplitude and in frequency content, is proposed in order to define the seismic action, based on seismological information in the form of a small number of input parameters commonly available in deterministic or probabilistic seismic design situations.
The far-right group was formed after a small number of protesters from an extremist Muslim group held up placards at the homecoming of the 2nd Battalion, Royal Anglian Regiment in Luton, reading "Butchers of Basra" and "Anglian soldiers go to hell".
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