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It is mainly based on the techniques of sector division and correct classification of samples.
Multivariate methods were used for patterns recognition and the classification of samples.
Table 3 shows the classification of samples according to standards specified for different water quality parameters.
Table 5 represents classification of samples according to standards specified for different water quality parameters.
These results confirmed that the synchronous fluorescence spectra provide information related to the molecular structure of meat, allowing classification of samples as a function of cooking time & temperature.
The primary aim of this work is to show that the addition of the third dimension is useful, and brings extra information, helping in the classification of samples.
Table 6 Classification of samples on RSC value (Richards 1954) RSC (Epm) Water category Number of sample < 1.25 Safe 2 1.25–2.5 Marginally suitable 2 > 2.5 Unsuitable 15.
The influence these altered responses will have on classification of samples, as well as possible long-term solutions to media formulations for community-level physiological profiling (CLPP), are discussed.
100% separation between samples of the same taste class (e.g. caffeine and quinine hydrochloride of the bitter class) was also demonstrated, as well as a detection and classification of samples of the same substance with different concentrations.
An existing hybrid approach based on genetic algorithm and maximum likelihood classification (GA/MLHD) is proposed to select a small number of relevant genes for accurate classification of samples.
With respect to the second challenge, a more accurate classifier will be achieved if the share of each kernel is not similar; and its weight is computed based on its efficiency in classification of samples.
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