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Instead of painstakingly identifying variables and constructing models, machine learning analysts or data scientists need to focus on assembling large volumes of data and monitoring outputs for relevance and reasonability.
The implementation of a blend monitoring and control method based on a process analytical technology such as near infrared spectroscopy requires the selection and optimization of numerous criteria that will affect the monitoring outputs and expected blend end-point.
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This might involve monitoring output at all times or possible moving a programme from post to pre-Watershed.
The statistical monitoring output is assessed by a committee comprising epidemiologists, clinical geneticists, clinicians and a statistician, and including the EUROCAT Steering Committee, in mid April.
Adding more monitor outputs to a computer is usually not difficult.
The video card has been recently upgraded to a 512 MB NVidia GeForce 7600 GS with dual monitor outputs.
The inclusion of other items or activity monitor outputs did not enrich the final score.
Bland-Altman plots were produced to investigate differences between the monitor outputs.
This alignment was optimized to yield equal optical power and spectral shape for all detector photo-diodes as measured by their fast monitor outputs.
You had to plug it into a TV set as there was no monitor output.
Eventually this synchronizing ritual will disappear as more computers begin offering digital monitor output.
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