Research Article

[Retracted] Real-Time Twitter Spam Detection and Sentiment Analysis using Machine Learning and Deep Learning Techniques

Table 6

Evaluation parameter values obtained for Twitter spam detection using deep learning models.

Deep learning modelsValidation accuracyValidation lossTest accuracyTest loss

Simple RNN0.986840.05370.9730.309
LSTM0.987440.05240.9740.200
Bidirectional LSTM0.984450.07360.9750.205
1D CNN0.97970.10410.97430.110