Fig. 1.

Flowchart of machine learning approach for genotype phenotype predictions. This flowchart presents an overview of the hybrid approach for genotype–phenotype prediction. After cleaning data, multiple datasets were generated using mutation thresholding, containing different numbers of SNPs. Different machine learning algorithms with various hyper-parameters were considered for training the model