Algorithms

Validation Accuracy

Test Accuracy

Lexicon-based Approach

0.703

0.707

Logistic Regression

0.794

0.782

Naïve Bayes

0.785

0.784

Decision Tree

0.769

0.770

Multilayer Perceptron

0.788

0.778

SVM Networks

0.784

0.781

Random Forest

0.783

0.780

XGBoost

0.771

0.770

Convolutional Neural Network (CNN)

0.775

0.772

Recurrent Neural Network (RNN)

0.791

0.792