Table 3 Offensive language detection—OLD data statistics [44]
From: Social media text analytics of Malayalam–English code-mixed using deep learning
Class | Train | Valid | Test |
|---|---|---|---|
Not offensive | 14,153 (88.4%) | 1779 (88.99%) | 1770 (88.5%) |
Not-Malayalam | 1287 (8.03%) | 163 (8.15%) | 161 (8.04%) |
Offensive Targeted Insult Individual | 239 (1.49%) | 24 (1.20%) | 29 (1.44%) |
Offensive Untargeted | 191 (1.19%) | 20 (1.00%) | 24 (1.19%) |
Offensive Targeted Insult Group | 140 (0.87%) | 13 (0.65%) | 17 (0.84%) |
Total | 16 010 | 1999 | 2001 |