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Based on features chosen by these methods, error rates and accuracy of several classification algorithms were obtained.
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But if forced to choose, we choose Bloglines based on features available today.
Wrapper methods based on backward feature elimination, such as SVM-RFE (Guyon et al., 2002), are limited in choosing a small set of highly discriminative features.
Face recognition consists of two major steps that rely on statistical methods: low-dimensional feature representation for face images and identification of the class of the face image in question based on the chosen set of features.
An SVM classifier is constructed for each TF based on a chosen set of biological features.
Gene enrichment analysis was performed on lists of features chosen based on differential gene expression patterns using default settings of the FuncAssociate 2.0 web application [ 60].
Award points based on your chosen system.
Based on what features you choose, you can spend as much as of your children's inheritance as you like.
Prices are based on the experience chosen.
97% of PSSM based features, 88.3% of SAAC based features, and 77.1% of PseAAC based features are chosen as the optimal features, indicating that PSSM based features play an irreplaceable role in predicting types of J-proteins.
Success of SVM classification largely depends on the features chosen.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com