Table 6.

Text emotion detection of OEMPTER-ISCSO model under 70%TRPH and 30%TSPH.

Class Labels						Kappa
Training Phase (70%)
Empty	94.57	95.26	94.57	94.91	94.65	95.52
Sadness	99.35	99.18	99.35	99.26	98.93	99.83
Enthusiasm	95.21	95.21	95.21	95.21	94.99	95.86
Neutral	91.20	95.40	91.20	93.25	93.07	97.91
Worry	91.54	94.10	91.54	92.80	92.60	96.83
Surprise	98.57	98.15	98.57	98.36	98.13	98.94
Fun	98.09	97.52	98.09	97.81	97.54	98.15
Happiness	98.91	98.66	98.91	98.78	98.24	99.12
Average	95.93	96.68	95.93	96.30	96.02	97.77
Testing Phase (30%)
Empty	92.74	98.71	92.74	95.63	95.46	96.17
Sadness	99.06	98.72	99.06	98.89	98.40	99.28
Enthusiasm	97.49	94.63	97.49	96.04	95.88	96.72
Neutral	88.05	94.59	88.05	91.21	90.98	97.58
Worry	90.53	95.03	90.53	92.73	92.50	93.17
Surprise	98.83	98.18	98.83	98.50	98.29	99.06
Fun	98.59	96.26	98.59	97.41	97.12	97.74
Happiness	99.14	98.68	99.14	98.91	98.42	99.17
Average	95.55	96.85	95.55	96.16	95.88	97.36