/Computer-readable Recording Medium Having Stored Therein Information Processing Program, Information Processing Method, And Information Processing Device
Abstract

A non-transitory computer-readable recording medium having stored therein an information processing program causes a computer to execute a process including: determining a weight of an input feature in a regression model, the regression model predicting an amino-acid sequence of a virus after mutation using an amino-acid sequence of the virus as the input feature, the determining being based on a first feature related to a three-dimensional (3D) structure of a protein of the virus and a second feature related to a contribution to prediction of a machine learning model, the contribution being obtained based on the first feature.

Full Text

What is claimed is:

A non-transitory computer-readable recording medium having stored therein an information processing program causes a computer to execute a process including: determining a weight of an input feature in a regression model, the regression model predicting an amino-acid sequence of a virus after mutation using an amino-acid sequence of the virus as the input feature, the determining being based on a first feature related to a three-dimensional (3D) structure of a protein of the virus and a second feature related to a contribution to prediction of a machine learning model, the contribution being obtained based on the first feature.
Timeline
Filed
05/14/2026
Published
09/10/2026
Granted
Not Available
IPC Codes(3)
G16B 30/00:ICT specially adapted for sequence analysis involving nucleotides or amino acids
G06N 20/00:Machine learning
G16B 40/00:ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding