Your English writing platform
Free sign upSuggestions(1)
Exact(9)
The range of optimal K (number of populations) values to be tested was determined based on model complexity using marginal likelihood and model components to explain the structure of the data.
However, this difference could not be explained solely by the dimensionality of the solution trajectories (as measured by principal component analysis): constrained networks performed better than Gaussian networks, which required an equal number of principal components to explain their solution trajectories.
Several MCR-ALS models were built with increasing number of components between four (based on the PCA analysis that indicated a minimum of four components to explain 86%% of the variance in the data) and 12 (number of paints expected based on the visual examination above and including inpainting and ground layer).
In choosing the number of PCs we have used the simple criteria of selecting subsequent components to explain at least 80% of the variance.
It took seven principal components to explain 75% of the variation.
In this situation, the MBL model will need 4 components to explain every site correctly.
Similar(51)
She does admit, however, that there may be a socialization component to explain the perception of women as more risk-averse.
Fruit density was the most important component to explain these differences, by previous influence on number of buds developed and fruit set.
Finally, results highlighted that although perceptual characteristics of beers remain an important component of consumers' representations, semantic and experience-based associations are a key component to explain organization of mental representation in consumers' minds.
Our findings not only provide a molecular component to explain the ESD mechanism but also contribute to elucidate how organisms convert environmental information into phenotypic changes.
The major difference is the incorporation of a polygenic component to explain familial aggregation of breast cancer not attributable to BRCA1 and BRCA2.
Write better and faster with AI suggestions while staying true to your unique style.
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