Table 1 The sentiment analysis of a statement referring to “The image of the body”
Document ID | Class label (expert) | Class label (RNN method) | Class label (dictionary method) | Probability of belonging to the indicated class in the RNN method | Quantitative value of sentiment in the dictionary method | |
|---|---|---|---|---|---|---|
Pathological subjects (research group) | 1 | 1 | 1 | 1 | 0.58 | 0.33 |
2 | 1 | − 1 | − 1 | 0.93 | − 0.82 | |
3 | 1 | − 1 | − 1 | 0.81 | − 0.43 | |
4 | − 1 | 1 | − 1 | 0.65 | − 0.60 | |
5 | − 1 | − 1 | − 1 | 0.88 | − 0.67 | |
6 | − 1 | − 1 | − 1 | 0.63 | − 1.00 | |
7 | 1 | 1 | 1 | 0.72 | 0.33 | |
8 | − 1 | − 1 | − 1 | 0.68 | − 1.00 | |
9 | 1 | 1 | 1 | 0.58 | 0.33 | |
10 | 1 | 1 | 1 | 0.68 | 1.00 | |
11 | − 1 | 1 | − 1 | 0.79 | − 0.60 | |
12 | − 1 | − 1 | − 1 | 0.64 | − 1.00 | |
13 | − 1 | 1 | − 1 | 0.60 | − 1.00 | |
14 | − 1 | 1 | − 1 | 0.51 | − 0.71 | |
15 | 1 | 1 | 1 | 0.81 | 0.29 | |
16 | 1 | 1 | 1 | 0.82 | 0.33 | |
17 | 1 | − 1 | − 1 | 0.96 | − 0.45 | |
18 | − 1 | − 1 | − 1 | 0.99 | − 0.33 | |
19 | − 1 | 1 | − 1 | 0.98 | − 0.20 | |
20 | − 1 | 1 | − 1 | 1.00 | − 1.00 | |
21 | 1 | 1 | 1 | 0.92 | 1.00 | |
22 | 1 | 1 | − 1 | 0.57 | − 1.00 | |
23 | 1 | 1 | − 1 | 0.65 | − 0.67 | |
24 | − 1 | − 1 | − 1 | 0.67 | − 1.00 | |
25 | − 1 | − 1 | 1 | 0.95 | 1.00 | |
26 | 1 | 1 | 1 | 0.75 | 1.00 | |
27 | − 1 | 1 | − 1 | 1.00 | − 0.33 | |
28 | − 1 | − 1 | − 1 | 0.87 | − 0.50 | |
29 | − 1 | − 1 | 1 | 0.91 | 1.00 | |
30 | 1 | 1 | − 1 | 0.68 | − 1.00 | |
31 | 1 | 1 | 1 | 0.82 | 0.60 | |
32 | 1 | − 1 | − 1 | 1.00 | − 0.45 | |
33 | − 1 | − 1 | − 1 | 0.91 | − 0.30 | |
34 | − 1 | 1 | − 1 | 0.72 | − 0.33 | |
35 | − 1 | 1 | − 1 | 0.98 | − 1.00 | |
36 | 1 | 1 | 1 | 0.84 | 0.33 | |
37 | − 1 | − 1 | − 1 | 0.99 | − 1.00 | |
38 | 1 | 1 | 1 | 0.95 | 0.33 | |
39 | − 1 | − 1 | − 1 | 0.72 | − 1.00 | |
40 | − 1 | − 1 | 1 | 0.85 | 0.33 | |
41 | 1 | 1 | 1 | 0.95 | 1.00 | |
42 | − 1 | 1 | − 1 | 0.99 | − 0.33 | |
43 | − 1 | − 1 | − 1 | 0.50 | − 0.60 | |
44 | − 1 | 1 | 1 | 0.96 | 1.00 | |
Healthy subjects (control group) | 1 | 0 | − 1 | 1 | 0.82 | 0.33 |
2 | 1 | 1 | 1 | 0.96 | 1.00 | |
3 | 1 | 1 | 1 | 0.99 | 1.00 | |
4 | − 1 | 1 | − 1 | 0.98 | − 0.14 | |
5 | 1 | 1 | − 1 | 1.00 | − 1.00 | |
6 | 0 | 1 | 0 | 0.92 | 0.00 | |
7 | 1 | − 1 | − 1 | 0.57 | − 0.08 | |
8 | 0 | − 1 | − 1 | 0.65 | − 0.33 | |
9 | 0 | 1 | 1 | 0.67 | 1.00 | |
10 | 1 | 1 | 1 | 0.95 | 1.00 | |
11 | 0 | − 1 | − 1 | 0.75 | − 1.00 | |
12 | 1 | 1 | 1 | 1.00 | 0.20 | |
13 | − 1 | − 1 | 1 | 0.87 | 0.50 | |
14 | 1 | 1 | − 1 | 0.91 | − 0.33 | |
15 | 1 | 1 | 1 | 0.68 | 1.00 | |
16 | − 1 | − 1 | 0 | 0.82 | 0.00 | |
17 | 0 | 1 | 0 | 1.00 | 0.00 | |
18 | 1 | 1 | 1 | 0.91 | 0.33 | |
19 | 1 | 1 | 1 | 0.72 | 0.67 | |
20 | 1 | 1 | − 1 | 0.98 | − 1.00 | |
21 | 1 | 1 | 1 | 0.84 | 1.00 | |
22 | 1 | 1 | 1 | 0.99 | 0.20 | |
23 | 1 | 1 | − 1 | 0.95 | − 0.53 | |
24 | − 1 | 1 | 1 | 0.72 | 0.60 | |
25 | 1 | 1 | 1 | 0.85 | 0.33 | |
26 | 1 | 1 | 0 | 0.95 | 0.00 | |
27 | 1 | 1 | 1 | 0.99 | 0.50 | |
28 | 1 | 1 | 1 | 0.50 | 0.33 | |
29 | 1 | 1 | 0 | 0.96 | 0.00 | |
30 | 1 | 1 | 0 | 0.99 | 0.00 | |
31 | 1 | 1 | 0 | 0.51 | 0.00 | |
32 | − 1 | 1 | 0 | 0.94 | 0.00 | |
33 | 1 | 1 | 1 | 1.00 | 0.20 | |
34 | 1 | 1 | − 1 | 0.79 | − 0.33 | |
35 | 1 | 1 | 1 | 0.94 | 1.00 | |
36 | 1 | − 1 | 1 | 0.80 | 1.00 | |
37 | − 1 | − 1 | − 1 | 0.67 | − 1.00 | |
38 | − 1 | 1 | 1 | 0.68 | 1.00 | |
39 | − 1 | − 1 | 1 | 0.71 | 0.33 | |
40 | 1 | 1 | 1 | 0.95 | 0.33 | |
41 | 1 | 1 | 1 | 0.99 | 0.33 | |
42 | 1 | 1 | − 1 | 0.97 | − 0.14 | |
43 | 1 | 1 | 0 | 1.00 | 0.00 | |
44 | 1 | 1 | 0 | 0.57 | 0.00 | |
45 | 0 | − 1 | − 1 | 0.50 | − 0.14 | |
46 | 1 | − 1 | 1 | 0.94 | 1.00 | |
47 | 1 | 1 | 1 | 0.91 | 0.50 | |
48 | 1 | 1 | 1 | 0.74 | 0.50 | |
49 | − 1 | − 1 | 1 | 0.65 | 1.00 | |
50 | 1 | 1 | 1 | 1.00 | 0.33 | |
51 | − 1 | − 1 | 1 | − 0.90 | 0.50 | |
52 | 1 | 1 | 1 | 1.00 | 0.60 |