Research Article

Japanese Alzheimer’s Disease and Other Complex Disorders Diagnosis Based on Mitochondrial SNP Haplogroups

Table 4

Differences between the statistical technique and the proposed (modified RBF) method.

Statistical techniqueProposed method

TechniqueRelative relations between target and normal dataSupervised learning (RBF) by using correct and incorrect data
Analysis positionEach locus of mtDNA polymorphisms (independent position)Entire loci of mtDNA polymorphisms (succesive positions)
Input (required data)Target (individual cases) and control (normal data)Correct (individual cases) and incorrect (others except correct)
Output (results)Odds ratio or relative riskClusters with predictions
AnalysisCheck odds ratio or relative risk at each positionCheck individuals in clusters based on prediction probabilities