Novel Discrete Compactness-Based Training for Vector Quantization Networks: Enhancing Automatic Brain Tissue Classification

Table 15

Total number of hits and misses when an evaluation set is presented to network topologies 𝜏₁, 𝜏₂, 𝜏^DC₁, and 𝜏^DC₂ (see text for details).

Network topology	First set		Second set
	Hits	Misses	Hits	Misses
𝜏1	15,086,758	12,776,382	17,246,430	10,616,710
𝜏^DC1	16,229,636	11,633,504	17,078,051	10,785,089
𝜏2	15,519,526	12,343,614	17,810,778	10,052,362
𝜏^DC2	16,727,264	11,135,876	19,621,234	8,241,906