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A spreadsheet was used for class selection.
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"The one I used for class.
However, it should be noted that the ability to cluster drugs based on drug gene correlations is not limited to drug classes used for drug resistance selection.
Although our method requires the manual selection of the PCs used for feature selection, no pre-knowledge about the ranking between classes is needed and how the classes should be ranked is quite clear from the PCs.
Information gain refers to a method used for feature selection, where the basic idea is to select features that reveal the most information about the classes.
In this approach, least squares algorithm is used to solve the quadratic programming, the DOE is used for parameter selection in SVM modelling and weights in LSSVM are used to emphasize the importance of difference classes.
Two criteria were used for model selection.
If so, we reasoned that a genetic selection of active peptides might help identify unique classes of peptides with different affinities and specificities, whose activities are dependent, a priori, on the specific protocol used for their selection.
The selection index used for artificial selection was 2.6 S1 + S2.
No statistical selection process was used for model covariate selection.
Forward selection algorithm was used for the variable selection.
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