Table 8 The types of descriptors used for the generation of machine learning models.

From: Artificial Intelligence and Machine learning based prediction of resistant and susceptible mutations in Mycobacterium tuberculosis

Sequence properties

Structural properties

Molecular weight;

Polarity;

Hydrophobicity;

van der Waals volume;

Residue type;

Isoelectric point

Solvent accessible surface area; Secondary structure where the mutation is located in experimental structure;

ΔΔG

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