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Table 7 Performance comparison

From: Data analysis on video streaming QoE over mobile networks

Method Precision
  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%
  1. Data in bold is the proposed method that outperforms other existing methods
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