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Table 8 Misclassification rate on offensive detection task

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

Model

Value

CNN

0.0104

LSTM

0.0070

GRU

0.0035

BiLSTM

0.0035

BiGRU

0.0030

BiLSTM + CNN

0.0030

BiGRU + CNN

0.0040

LSTM + CNN

0.0035

GRU + CNN

0.0030