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Besides, BPB-PPMS can be extended to build predictors for other types of PTM sites with ease.
This analysis does not preclude a groups of genes, each having a small response, from being used to build predictors, but does suggest that there are no strong single gene predictors for this phenotype.
The covariates represent the geographic and linguistic information that is available to build predictors
Therefore, we will try to build predictors for 5S, 16S and 23S rRNAs.
We created three datasets to build predictors for each of the non-crystallizable classes (MF, PF and CF).
The prediction around medoids (PAM) algorithm was used to build predictors based on the filtered gene sets [ 30].
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Our goal is to exploit complexity features that correlate with signature effectiveness to build predictor variables.
In [ 18], the authors built predictors using a k-NN algorithm, and achieved 77% and 86% prediction accuracy on the test set with 4 and 16 genes, respectively.
The addition of Caline3 output as an independent covariate effectively displaced two road-specific predictors, one built environment predictor and one meteorological predictor across two winter-season models.
Based on the training data, we build the predictors described in Table7.
To build vulnerability predictors, we consider four alternative data mining and statistical techniques – C4.5 Decision Tree, Random Forests, Logistic Regression, and Naïve-Bayes – and compare their prediction performances.
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