Automated Diagnosis and Assessment of Cardiac Structural Alteration in Hypertension Ultrasound Images

Table 2

Classification accuracy (%) for various classifiers using different multi-resolution techniques.

Classifier	CNTLet	CRVLet	DTcomWT	EWT	SHELet
DT	99.11	97.32	99.11	98.21		99.11
DL	98.21	97.32	98.21	98.21		99.11
DQ	97.32	96.43	95.54	89.29		96.43
svmPoly_1	98.21	97.32	99.11	98.21		99.11
svmPoly_2	98.21	97.32	98.21	97.32		99.11
svmPoly_3	96.43	96.43	97.32	94.64		96.43
svmRBF	98.21	97.32	98.21	98.21		98.21
kNN	98.21	97.32	98.21	97.32		99.11
probNN	98.21	97.32	99.11	98.21		99.11