Sentence examples for example by minimizing the from inspiring English sources

For nonlinearly separable classes linear classifiers were optimally designed, for example, by minimizing the squared error.

We are looking for practically useful trade-offs between bias and variance, for example by minimizing the sum of squared bias and variance.

Finally, the estimation can be reformulated, for example by minimizing the upper bound of the objective.

" "I have this constant pain in my shoulders…//…it doesn't get better or worse, so to speak"." Physical work demands could be prevented to some degree by careful planning, for example by minimizing the number of lengthy walks by careful planning of daily work tasks, by using an elevator or by asking colleagues for help with heavy work tasks.

Although noise-propagation is a plausible explanation for the general association between noise and regulation, its effects are detrimental to the accuracy of expression regulation, and one might thus expect natural selection to have acted to minimize its effects, for example, by minimizing the expression fluctuations in regulators.

For training of the l PSSM W j, a regularized least-squares classifier [see e.g. (Hoff et al., 2008)] was built to discriminate between positive and negative word match examples by minimizing the following prediction error: (4) E (W ) = ∑ i ∈ I train (y i − ∑ j = 1 l tr (W j T X i j ) ) 2 + λ ∑ j tr (W j T W j ) where tr indicates the trace operator and W = [ W 1,  …  , W l ].

For example, cells could anticipate a changing environment by minimizing the need to redirect fluxes under different metabolic conditions that are likely to appear [ 30].

For example, Otsu's method [23] finds the threshold by minimizing the intra-class variance.

By minimizing the ranking error of multi-labels within an example (bag) in our MIML solution, the props priority-Role dependency can be easily formalized.

Multi-dimensional scaling (MDS), for example, calculates coordinates for a 2-dimensional embedding of the experimental data by minimizing the deviation between embedded and original data (Kruskal stress).

For example, one can utilize the expression for probability of outage to design a receiver that can optimization the system performance by minimizing the probability of outage.