An unbiased machine learning analysis shows that MreB polymer number, the total length of MreB polymers, and MreB curvature preference are key correlates of cylindrical uniformity, the variability in radius within a single cell.
The theory of cultural transmission distinguishes between biased and unbiased social learning.
However, by including the main stakeholders and using a clear methodology we aimed to give a clear unbiased example on students' learning behaviour in one of the "communities of clinical practice".
We need programmes which offer young people unbiased spaces to learn about science and engineering as it is currently constituted – including environmental and human rights concerns – and what it could look like.
As an unbiased approach to learn more about the requirements for yeast septin ring assembly and stability, we identified the amino acid changes in septin proteins responsible for the temperature sensitivity of an additional 25 Ts– yeast strains and five cold-sensitive (Cs–) strains.
We introduce a general framework for learning low-variance, unbiased gradient estimators for black-box functions of random variables.
Comparative studies of this nature provide the most realistic and unbiased assessments of available machine learning methods, issues which have been identified as critical to researchers' selection of appropriate methodology (Boulesteix, 2006; Jelizarow et al., 2010).
More recently, we are using machine learning techniques as an unbiased way of discovering novel risk predictors among a very large set of potential variables.
My commitment was to present the unbiased truth; I was about to embark on a learning journey, as journalists often do.
