Table 5.

Text emotion detection of OEMPTER-ISCSO model under 80%TRPH and 20%TSPH.

Class Labels						Kappa
Training Phase (80%)
Empty	94.67	94.08	94.67	94.37	94.08	96.75
Sadness	98.48	98.41	98.48	98.45	97.75	98.55
Enthusiasm	94.57	95.08	94.57	94.82	94.59	96.24
Neutral	92.31	94.66	92.31	93.47	93.27	95.01
Worry	85.64	90.81	85.64	88.15	87.82	92.88
Surprise	98.33	97.55	98.33	97.94	97.64	98.86
Fun	97.92	97.28	97.92	97.60	97.32	97.82
Happiness	98.89	98.72	98.89	98.81	98.28	98.92
Average	95.10	95.82	95.10	95.45	95.09	96.88
Testing Phase (20%)
Empty	92.59	93.17	92.59	92.88	92.51	93.24
Sadness	98.98	98.48	98.98	98.73	98.17	98.80
Enthusiasm	94.59	95.24	94.59	94.92	94.67	97.42
Neutral	92.78	93.75	92.78	93.26	93.06	98.15
Worry	88.54	94.44	88.54	91.40	91.19	97.73
Surprise	98.69	96.92	98.69	97.80	97.51	96.23
Fun	97.72	97.17	97.72	97.44	97.13	97.71
Happiness	98.73	99.21	98.73	98.97	98.50	98.01
Average	95.33	96.05	95.33	95.67	95.34	97.16