Feature engineering

Feature engineering is the process of transforming raw data into new features that can better represent the underlying patterns and relationships

• Transforms the amino acid sequences of proteins containing missense variants into representations that can be effectively processed by deep-learning models

• This step enhances the amino acid sequence datasets’ ability to represent the underlying patterns and relationships

• Allows the model to gain more insight from sequence data and make accurate predictions