Similarity Measurement and Classification of English Characters Based on Language Features

Table 1

Average similarity of vocabulary pairs with status 1 under different data numbers of different algorithms.

Number of data	500	1000	1500	2000	2500	3000	3500	4000	4500	5801
method1	0.717	0.742	0.728	0.731	0.730	0.729	0.731	0.731	0.730	0.730
method2	0.713	0.718	0.721	0.725	0.724	0.722	0.724	0.724	0.723	0.723
method3	0.373	0.378	0.376	0.378	0.378	0.377	0.376	0.380	0.378	0.380
method4	0.649	0.652	0.658	0.661	0.663	0.662	0.664	0.664	0.663	0.664
method5	0.841	0.837	0.839	0.841	0.845	0.844	0.846	0.846	0.846	0.846