Research Article

A Breast Cancer Image Classification Algorithm with 2c Multiclass Support Vector Machine

Table 1

Table of the comparison graph.

Abnormality statusBackground tissueSNR (in ratio)PSNR (in ratio)MSE (in average)

NormalFatty20.06728.48592.167
Fatty glandular18.78028.93683.073
Dense glandular19.87228.40893.798

BenignFatty21.38229.95765.672
Fatty glandular19.62626.923132.050
Dense glandular18.34827.404118.212

MalignantFatty21.08039.89552.913
Fatty glandular21.14229.02281.433
Dense glandular20.88629.52572.528