Supervised Machine Learning Empowered Multifactorial Genetic Inheritance Disorder Prediction

Table 11

Comparative analysis with previous work.

Work	Model	Dataset	Classification accuracy (%)
Kee Pang Soh et al. [20]	Logistic regression, random forest	Cancer mutate data	77.7
Javier De Velasco Oriol et al. [21]	Linear ML	SNP dataset	75
Bassam Farran et al. [22]	Logistic regression, KNN	Kuwait health network data	81.3
Proposed model for prediction of dementia, cancer, and diabetes	Machine learning (SVM and KNN)	Genome disorder data	92.5