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How can I compare and evaluate the results of the five different computational prediction tools?

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How can I compare and evaluate the results of the five different computational prediction tools?

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A comparison study was done by Sprenger et al.. For more details about the results, see: Sprenger J, Fink JL, Teasdale RD (2006) Evaluation and comparison of mammalian subcellular localization prediction methods. BMC Bioinformatics, 18;7 Suppl 5:S3.

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