Table 1.
Implemented classifiers on mobile phones for online activity recognition.
| Implemented Classifiers | Relevant Studies | Total Relevant Studies |
|---|---|---|
| Decision Tree | [33–43] | 11 |
| SVM | [44–49] | 6 |
| KNN | (Clustered KNN [50]) [51–53] | 5 |
| Naive Bayes | [31,37,50,54,55] | 4 |
| Multi-layer Classifiers | (Decision tree, dynamic hidden Markov model (DHMM) [32]) (SVM, K-medoids clustering [56]) (Decision tree, probabilistic neutral network (PNN) [57]) | 3 |
| Probabilistic Neural Networks | [58] | 1 |
| Rule-based Classifier | [59] | 1 |
| Quadratic Discriminant Analysis | [52] | 1 |
| Decision Table | [37] | 1 |
| Fuzzy Classification | [60] | 1 |