ProteomeTools - Prosit iRT - Data (update) // missing c + splitting
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The original Prosit iRT dataset missed ProteomeTools sequences containing cysteine.<br>We applied now the same criteria as in the original publication<i>Data for learning was restricted to peptides identified with a minimum MaxQuant score of 70 and an iRT variance between different ProteomeTools runs of less than 1.<br></i><br>iRT values are the same as in the publication, the scaled values can differ as the normalization function is now applied on a different data range.<br>Please be aware that the original iRT model error can not be achieved as their was train/validation leakage. Therefore please don`t compare to the reported validation error of the weight file. The overall performance stays similar when using the new data.<b><br></b><b>Sry for the inconvenience.</b><br>The model trained on the original data will stay on the prosit website for fair comparison to the publication.
