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To solve the scale estimation problem, the target in different scales are sampled first and then resized these samples into a prefixed size, and the scale with the highest correlation score is regarded as the final result.
Table 5 shows that we can achieve similar performance (to using all metabolites) by using only the 10 features with the highest correlation score, or the highest mutual information.
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By ranking all the correlation coefficients, we found that the EOG artifact components exhibited the highest correlation scores (1 10 Hz) with eye blinking label and eye rolling label.
Not surprisingly, the highest correlation scores came from the experiments from which the query profile was generated, see additional file 2 file.
By comparison, we found the artifact components that the highest correlation scores represented were the same as those we visually inspected.
This is because, if the anchor and partner SNP are far apart, they are less likely to be both correlated with a causal variant but may still achieve a high correlation score.
The transcriptional response of PBMCs to IL12 stimulation was similar to the IFNγ activation program, as evidenced by the high correlation score and small number of differentially expressed genes that distinguished these two treatments (Table S1).
The high correlation score of the replicates (mean Pearson's coefficient r = 0.95) indicated the high reproducibility of the RNA-Seq experiment.
From Figure 5, a good hit can be observed that achieved a noticeable higher correlation score around position 1.345 mbp than any other place in the genome.
First order correlation controlling for the chronological age of the children showed higher correlation score between clinicians' assessed IQ scores and 'ratio IQ' scores (r = 0.75, df = 41, p = 0.000).
Interestingly, paxillin had a high correlation score (Pearsons score ∼ 0.8) with vin258 and vin880 despite the fact that these constructs lack the reported binding site in the vinculin tail [ 26].
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com