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Table 1 Evaluation of our original prediction. Comparison between the results of the original model, a model trained with the original training set but with the new training scheme and a model trained with the new training scheme and the updated training set. The enrichment in NSG found in the catalogue obtained with the new training scheme is 38% higher than that found in the catalogue obtained with the original training scheme even though both models were trained with the same set of genes. The training set for the new model includes the 79 NSG, thus the enrichment in NSG of the resulting catalogues cannot be defined

From: An improved catalogue of putative synaptic genes defined exclusively by temporal transcription profiles through an ensemble machine learning approach

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