A VidEo-Based Intelligent Recognition and Decision System for the Phacoemulsification Cataract Surgery

Table 5

The recognition rates of cataract grading (including cataract identification and hardness classification) with Nearest Neighbor Classifiers (NN) and Support Vector Machines (SVM).

	Identification	Classification
NN	—	92.5%
SVM	99.2%	96.3%