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Figure 3 | BMC Bioinformatics

Figure 3

From: Improving stability and understandability of genotype-phenotype mapping in Saccharomyces using regularized variable selection in L-PLS regression

Figure 3

An overview of the testing/training. An overview of the testing/training procedure used in this study. The rectangles illustrate the predictor matrix. At level 1 we split the data into a test set and a training set (25/75). This was repeated 10 times. Inside our suggested method, the stepwise elimination, there are two levels of cross-validation. First a 10-fold cross-validation was used to optimize selection parameters f and d. Second, a leave-one-out cross-validation was used to optimize the L-PLS parameters, such as α and the number of components.

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BMC Bioinformatics

ISSN: 1471-2105

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