Automatic Classification of Red Blood Cell Morphology Based on Quantitative Phase Imaging

Figure 10

The relationship between different parameters and the accuracy of SSAE. (a) The influence of sparsity proportion on model accuracy. (b) The influence of sparse regularization on model accuracy. (c) The influence of L2 weight regularization on model accuracy. (d) The influence of iterations on model accuracy. The blue and red curves are the curves before and after fine tuning, respectively.

(a)

(b)

(c)

(d)