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However, after pitch-normalization, though a larger number of signals have chosen optimal warp factors of 0.88 as compared to the original speech case, unlike in case of the speaking rate normalization, for all warp factors greater than 0.92 the number of normalized signals which have chosen those values have considerably increased compared to those in the original speech case.
Total variability decreased after normalization for all genes, except by LYZ.
A shape normalization established here for small φ and the shape normalization already established here for large φ are used in developing the normalization for all φ.
While the resolution of abbreviations contributes to normalization for all classes except biological process, the effect is most significant for bacteria, reflecting the frequency of occurrences of abbreviated species' names.
The customized template was then used in conjunction with SPM prior images for grey matter, white matter and cerebrospinal fluid (CSF) as the basis for spatial normalization for all subjects.
ES were obtained before and after normalization for all kernels.
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9.64 6.02 14.24 30.11 Figure 12 Distributions of the average pitch of the signals of the children test set "CH1" after ML-based pitch-normalization for all of the three pitch groups (as defined in Figure 3 based on their original pitch values) plotted separately.
RMA-normalization for all modified training compendiums was done in one step and included GeneChips from the original training compendium [ 12] plus additional experiments: erg11Δ/ERG11, erg6Δ, hem1Δ (GSM241150 and GSM241150), spt3Δ (GSM239658 and GSM239659), Fluconazole treatment, rpl7aΔ (GSM217617 and GSM217618) and Pterostilbene treatment (GSM266726 and GSM266728).
Data were normalized applying the same normalization parameters for all the spectra by means of Athena Software[10].
As depicted in Figure 1, the overall averaged prediction accuracies of the two normalization methods for all the classes were comparable.
Very tight correlation was observed between normalization factors for all gene sets (Pearson correlation coefficients, heart-failed samples: 0.976 0.995, p < 0.001; non-failed controls: 0.973 0.992, p < 0.001).
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