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Table 2 SA data statistics [12]

From: Social media text analytics of Malayalam–English code-mixed using deep learning

Class

Train

Valid

Test

Positive

2,022 (41.68%)

224 (41.48%)

565 (41.91%)

Unknown state

1,344 (27.70%)

161 (29.81%)

398 (29.52%)

Not-malayalam

647 (13.33%)

60 (11.11%)

177 (13.13%)

Negative

549 (11.31%)

51 (9.44%)

138 (10.23%)

Mixed feeling

289 (5.95%)

44 (8.14%)

70 (5.19%)

Total

4851

540

1348