Table 3 Precision between the classifiers and characteristics
From: A hybrid model of sentimental entity recognition on mobile social media
Characteristics | Naïve Bayes | Logistic regression | SVM | KNN |
|---|---|---|---|---|
Uni-gram | 86.3 | 85.2 | 89 | 88.1 |
Uni-gram, emoji | 86.4 | 84.2 | 89.1 | 88.5 |
Uni-gram, punctuation | 86.6 | 85.6 | 88.9 | 88.8 |
All features | 86.9 | 85.9 | 89.8 | 89.1 |