Table 6 Textual emotion detection outcome of IERT-HDLMWEP model under 80%:20%.
Class Labels | \(\:\varvec{A}\varvec{c}\varvec{c}{\varvec{u}}_{\varvec{y}}\) | \(\:\varvec{P}\varvec{r}\varvec{e}{\varvec{c}}_{\varvec{n}}\) | \(\:\varvec{R}\varvec{e}\varvec{c}{\varvec{a}}_{\varvec{l}}\) | \(\:{\varvec{F}}_{\varvec{M}\varvec{e}\varvec{a}\varvec{s}\varvec{u}\varvec{r}\varvec{e}}\) | \(\:{\varvec{A}\varvec{U}\varvec{C}}_{\varvec{S}\varvec{c}\varvec{o}\varvec{r}\varvec{e}}\) | Kappa |
|---|---|---|---|---|---|---|
TRPHE (70%) | ||||||
Sadness | 99.17 | 96.21 | 97.54 | 96.87 | 98.48 | 98.55 |
Enthusiasm | 99.38 | 90.09 | 77.26 | 83.18 | 88.55 | 88.63 |
Neutral | 99.03 | 97.07 | 98.54 | 97.80 | 98.85 | 98.92 |
Worry | 99.17 | 97.96 | 98.21 | 98.08 | 98.82 | 98.87 |
Surprise | 99.25 | 93.95 | 92.41 | 93.18 | 96.03 | 96.11 |
Love | 99.15 | 94.96 | 96.57 | 95.76 | 98.00 | 98.07 |
Fun | 99.37 | 93.52 | 92.54 | 93.03 | 96.12 | 96.18 |
Hate | 99.30 | 89.41 | 90.09 | 89.75 | 94.86 | 94.94 |
Happiness | 99.22 | 96.49 | 97.70 | 97.09 | 98.58 | 98.65 |
Boredom | 99.62 | 72.73 | 25.60 | 37.87 | 62.78 | 62.86 |
Relief | 99.34 | 91.19 | 91.88 | 91.53 | 95.76 | 95.84 |
Anger | 99.73 | 75.00 | 11.39 | 19.78 | 55.69 | 55.76 |
Average | 99.31 | 90.71 | 80.81 | 82.83 | 90.21 | 90.28 |
TSPHE (30%) | ||||||
Sadness | 99.23 | 95.97 | 98.26 | 97.10 | 98.82 | 98.89 |
Enthusiasm | 99.41 | 90.27 | 76.61 | 82.88 | 88.22 | 88.27 |
Neutral | 99.09 | 97.18 | 98.78 | 97.97 | 98.98 | 99.03 |
Worry | 99.39 | 98.32 | 98.86 | 98.59 | 99.20 | 99.27 |
Surprise | 99.38 | 96.35 | 92.40 | 94.34 | 96.10 | 96.17 |
Love | 99.28 | 95.71 | 96.81 | 96.26 | 98.18 | 98.25 |
Fun | 99.38 | 94.71 | 91.30 | 92.97 | 95.53 | 95.58 |
Hate | 99.34 | 89.95 | 90.63 | 90.29 | 95.14 | 95.20 |
Happiness | 99.34 | 96.65 | 98.39 | 97.51 | 98.94 | 99.00 |
Boredom | 99.64 | 80.00 | 29.63 | 43.24 | 64.80 | 64.86 |
Relief | 99.35 | 91.51 | 92.29 | 91.90 | 95.97 | 96.04 |
Anger | 99.75 | 100.00 | 06.45 | 12.12 | 53.23 | 53.31 |
Average | 99.38 | 93.88 | 80.87 | 82.93 | 90.26 | 90.32 |
