Sentence examples for for example by minimizing from inspiring English sources

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

The coefficients a i are determined based on the training data for example by minimizing the root mean squared error (RMSE) of the predictor.

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.

In contrast, if model fitting were to be done using the original oscillating waveform and associated methods (for example by minimizing the deviation between experimental and model signals), invalidation of the single-gene model may not be as clear because the imperfect overlap between the fitted model and data may be blamed on noise.

" "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.

An optimal set of parameters for defining the functions is learned from examples by minimizing an error functional.

They can be minimized for example by a group discussion prior to the elicitation to come to a shared understanding of the questions.

The bactericidal activity of the quinolone nalidixic acid, for example, is minimized by chloramphenicol, which prevents protein synthesis, and by rifampin, which prevents RNA synthesis.

The biographical facts are swiftly sketched and subjected to skeptical inquiry; the patriotic "jingoism" of his stirring ceremonial hymn beginning "By the rude bridge that arched the flood," for example, is minimized by Buell's conclusion that "Emerson's own concern was with values that stand the test of time and unite the world".

Ultimately, development of non-invasive methods for fetal testing, for example, by sampling maternal serum or urine, would minimize the use of invasive procedures such as amniocentesis.