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Computational and Mathematical Methods in Medicine
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Computational and Mathematical Methods in Medicine
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2020
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Article
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Tab 4
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Research Article
A Semantic Analysis and Community Detection-Based Artificial Intelligence Model for Core Herb Discovery from the Literature: Taking Chronic Glomerulonephritis Treatment as a Case Study
Table 4
Results of word analogy and word similarity tasks.
Algorithm
Word analogy (%)
Word similarity (%)
Average rank
WA-1124
WS-240
WS-296
CBOW
22.77 (7)
46.40 (8)
56.26 (7)
7.33
Skip-Gram
58.45 (3)
55.36 (2)
60.76 (4)
3.00
Glove
19.39 (8)
48.36 (7)
47.02 (8)
7.67
CWE
47.69 (6)
51.67 (5)
61.17 (3)
4.67
JWE
57.65 (4)
51.00 (6)
60.22 (6)
5.33
GWE
48.84 (5)
53.45 (4)
60.63 (5)
4.67
CW2VEC
63.17 (2)
54.85 (3)
61.41 (2)
2.33
ESSP2VEC
64.85 (1)
55.38 (1)
61.71 (1)
1.00