Table 7 Performance comparison
From: Data analysis on video streaming QoE over mobile networks
Method | Precision | ||
|---|---|---|---|
| Â | Dataset 1 | Dataset 2 | Dataset 3 |
Multivariate linear regression | 72.55% | 72.51% | 71.51% |
Logistics regression | 74.93% | 77.55% | 83.55% |
SVM | 82.56% | 87.17% | 85.42% |
K-nearest-neighbor | 52.48% | 61.34% | 56.77% |
Naive Bayes | 88.12% | 83.47% | 91.09% |
K-means + LR (proposed) | 96.94% | 97.13% | 97.54% |