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During the course of the optimisation, the algorithm needs to be guided by an objective function that will give an estimate of the predictive accuracy of a particular model.
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Labor's plan states the fund's investment will be guided by "a public policy objective", to help Australian enterprises transition into high-value production, create high-skill jobs, link to global supply chains and diversify the Australian economy.
The parameters adaptation phase is guided by an on-line objective assessment of the manoeuvre quality from measured data, which allows to automatically classify the performed manoeuvre with respect to its quality attributes.
During the identification process, we are guided by a weighted objective function (performance index) in which a weight factor is introduced to achieve a sound balance between approximation and generalization capabilities of the resulting model.
Without all of the facts to permit me to understand the reasons why my friend was asked to leave, I was guided by a simple objective in deciding what to do.
The industrialization process was guided by an alternation of administrations with different strategic objectives, so it is not surprising that, overall, we find that it failed to achieve self-sufficiency or even a more rational or coherent industrialization process.
Interviews were guided by an interview schedule.
Seeking to maintain its 'friend-to-all' image, India's diplomacy will be guided by the objective of balancing relationships with the US, Iran, the Gulf States and Israel.
At liberal arts schools, these discussions and decisions must be guided by the objective of enhancing the virtuous circle of scholarship and teaching -- for it is this powerful feedback loop which brings the most excitement to both classrooms and fields of scholarship (emerging or traditional).
The choice of the method for a geophysical survey is guided by a number of considerations such as the objective of the survey, the geology and topography of the area to be studied (Parasnis 1986).
This optimization process is guided by a number of rule-based heuristics and increases an objective function based on the measures of predictability and decorrelation.
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