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pLM_linked_to_ML_Classifier_script

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This script implements a machine learning pipeline that integrates the ESM2 transformer-based protein model with a Logistic Regression classifier to predict the detectability of microprotein sequences by Mass Spectrometry. The script preprocesses data, extracts embeddings from sequences, performs feature selection, trains a logistic regression model, and evaluates its performance using multiple metrics.

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Created on

March 22, 2025

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