Once the standard deviation of the results gets lower than, it is decided that the subset size, is sufficient. is then used for the rest of the experiments as a sufficient number of images regarding the number of features in the feature set.
In conclusion, the study demonstrates the high diversity of gene expression profiles associated with melanoma, the necessity to include a sufficient number of samples regarding clinical standards, for the design of standardized sample collecting and preparation, for the development of common standards for microarray data processing, and for developing standardized bioinformatic tools.
In order to address these issues, the methodology sketched on Figure 1 is used and more thoroughly detailed: a sufficient number of images regarding the number of features is first established so that the classifier's training is "reliable" in terms of variance of its results; then, using feature selection the interpretability of the results is improved.
At the time, they had very bad numbers regarding euthanasia.
Once the variance of the classifier is below a certain threshold, a sufficient number of images have been found (regarding the classifier and the feature set used).
This was regarded as a sufficient number of participants, allowing a 35% attrition rate, ending with 44 in each study group.
But he could not substantiate his hypothesis with a sufficient number of triads, and his findings were regarded in his time as merely interesting curiosities.
The method is based on assumptions regarding the dynamics that result in a sufficient number of equations that are linear w.r.t. the state variables to be back-translated.
Data regarding each of these groups can be analysed given that a sufficient number of farms are represented within each group.
In the long run, apoB may eventually supersede non-HDL-C, once a sufficient number of large prospective studies confirm its superiority in risk prediction, and after a consensus is reached regarding between-assay standardization.
