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Similar to previous genome characterizations, we chose the complete set of known protease genes for a detailed supervised analysis of gene loss (Quesada et al., 2009).
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The details of supervised Internet use were also not discussed.
After some refresher on supervised classification, the four tested methods are detailed and compared according to the following criteria: quality of the discrimination, computation time and ability to decide.
The FRD recordings were, in general, not detailed enough to assess the degree of severity for veterinary-supervised cases compared to non-veterinary-supervised cases.
To acquire images of moving solution objects with maximum contrast, the system light source was set at 2.7 V with the camera (AxioCam MRm) at the minimum exposure of 1 ms. Additional detail of the supervised automated image processing can be found in the Supporting Information.
- Supervised and semi-supervised training – We distinguish between supervised and semi-supervised training.
We detail our semi-supervised learning approach in section "Semi-supervised learning framework" by deriving the required equations.
We investigated this possibility with a supervised classification approach (details in Materials and Methods).
In more detail, OPLS-DA is a supervised multivariate data projection method used to relate a set of predictor variables (X or metabolites in this study) to a response matrix (Y) that represents predefined sample classes (myalgic or healthy).
Other shortcomings of the study relate to the limited details of practice arrangements regarding initial assessment, supervised consumption, and counselling arrangements.
RSM and our proposed extension to supervised RSM are covered in more detail.
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