Table 3 Emotion detection of DRMWE-OASER model under 70%TRPH and 30%TSPH.
Class Labels | \(\:\varvec{A}\varvec{c}\varvec{c}{\varvec{u}}_{\varvec{y}}\) | \(\:\varvec{P}\varvec{r}\varvec{e}{\varvec{c}}_{\varvec{n}}\) | \(\:\varvec{R}\varvec{e}\varvec{c}{\varvec{a}}_{\varvec{l}}\) | \(\:{\varvec{F}1}_{\varvec{s}\varvec{c}\varvec{o}\varvec{r}\varvec{e}}\) | \(\:{\varvec{G}}_{\varvec{m}\varvec{e}\varvec{a}\varvec{s}\varvec{u}\varvec{r}\varvec{e}}\) |
|---|---|---|---|---|---|
TRPH (70%) | |||||
Sadness | 99.34 | 97.85 | 98.16 | 98.01 | 98.01 |
Enthusiasm | 99.46 | 90.97 | 85.91 | 88.37 | 88.40 |
Neutral | 99.36 | 97.47 | 98.72 | 98.09 | 98.09 |
Worry | 99.28 | 97.55 | 98.08 | 97.82 | 97.82 |
Surprise | 99.41 | 94.79 | 96.42 | 95.60 | 95.60 |
Love | 99.34 | 96.68 | 96.77 | 96.72 | 96.72 |
Fun | 99.53 | 94.33 | 96.39 | 95.35 | 95.35 |
Hate | 99.59 | 95.42 | 94.99 | 95.21 | 95.21 |
Happiness | 99.36 | 97.64 | 98.48 | 98.06 | 98.06 |
Boredom | 99.66 | 81.03 | 43.12 | 56.29 | 59.11 |
Relief | 99.48 | 95.16 | 94.24 | 94.70 | 94.70 |
Anger | 99.69 | 75.00 | 08.70 | 15.58 | 25.54 |
Average | 99.46 | 92.82 | 84.17 | 85.81 | 86.88 |
TSPH (30%) | |||||
Sadness | 99.20 | 96.89 | 98.36 | 97.62 | 97.62 |
Enthusiasm | 99.71 | 95.21 | 91.33 | 93.23 | 93.25 |
Neutral | 99.27 | 96.90 | 98.72 | 97.81 | 97.81 |
Worry | 99.45 | 98.15 | 98.54 | 98.35 | 98.35 |
Surprise | 99.37 | 95.35 | 95.19 | 95.27 | 95.27 |
Love | 99.43 | 96.99 | 96.99 | 96.99 | 96.99 |
Fun | 99.76 | 96.71 | 98.44 | 97.57 | 97.57 |
Hate | 99.55 | 95.92 | 93.77 | 94.83 | 94.84 |
Happiness | 99.35 | 97.83 | 98.28 | 98.06 | 98.06 |
Boredom | 99.66 | 85.71 | 29.27 | 43.64 | 50.09 |
Relief | 99.57 | 95.44 | 96.07 | 95.76 | 95.76 |
Anger | 99.67 | 100.00 | 03.23 | 06.25 | 17.96 |
Average | 99.50 | 95.93 | 83.18 | 84.61 | 86.13 |
