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We explained step by step how the sentiment normalisation function had been developed.
Through the application of a normalisation function the sentiment of a message is represented as a value from a range of −100 to 100.
It can be observed from the results presented in Table 3 that, as opposed to the Twitter data, application of the normalisation function with the lexicon-based method caused decrease in the accuracy from 67.5 to 51.4%%.
end{aligned} In each case the functions and variables used satisfy the following requirements [26]: (a< t< b) in (mathbb{R}); (alphain 0,1)); (B alpha)) is a normalisation function satisfying (B>0) and (B 0)=B(1)=1); and (f:[a,b]rightarrowmathbb{R}) is an (L^{1}) function or, in the case of the ABC derivative, a differentiable function with (f'in L^{1}).
The lowess subarray normalization which uses a local weighted smoother to generate an intensity-dependent normalisation function was applied to each hybridization.
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It can be noticed that the accuracy increased when the sentiment normalisation had been applied, indicating that the normalization function expresses more accurately the intensity of the sentiment of messages in comparison to the sum function.
These later changes may not result in a functional decline for many years due to the normalisation of function via compensatory mechanisms.
Patients reportedly value symptom resolution, normalisation of function and quality of life (QoL) when assessing whether their depression has remitted [ 9, 10].
(B) The primary goal of treating the patient with rheumatoid arthritis is to maximise long-term health-related quality of life through control of symptoms, prevention of structural damage, normalisation of function and social participation.
Hence, it remains unclear whether completion of rehabilitation and functional field testing (FFT) results in normalisation of isokinetic function in hamstring muscle injuries.
Disabled people such as the late Vic Finkelstein and others remember the torture they were put through as doctors and other medical professionals prioritised their ability to walk, for example, over their ability to get around and, generally, the normalisation of anatomical function over their ability to participate.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com