From: Data analysis on video streaming QoE over mobile networks
Features | Dataset 1 | Â | Dataset 2 | Â | Dataset 3 | Â |
---|---|---|---|---|---|---|
 | D value | Ranking | D value | Ranking | D value | Ranking |
Average rate of playing phase | 0.0605 | 7 | 0.0662 | 7 | 0.0667 | 6 |
Video total DL rate | 0.0596 | 8 | 0.0651 | 8 | 0.0653 | 8 |
Video bitrate | 0.1848 | 3 | 0.1620 | 3 | 0.2160 | 3 |
Initial max DL rate | 0.3008 | 2 | 0.2997 | 2 | 0.3155 | 2 |
E2E RTT | 0.5409 | 1 | 0.5186 | 1 | 0.5602 | 1 |
Initial buffering latency | 0.0222 | 11 | 0.0222 | 11 | 0.0199 | 11 |
Video initial buffer downloaded | 0.1020 | 4 | 0.1025 | 4 | 0.1033 | 4 |
Playing time | − 0.0668 | 6 | − 0.0667 | 6 | − 0.0657 | 7 |
Playing total duration | − 0.0814 | 5 | − 0.0741 | 5 | − 0.0695 | 5 |
Stalling times | − 0.0231 | 10 | − 0.0229 | 10 | − 0.0279 | 9 |
Stalling ratio | − 0.0232 | 9 | − 0.0231 | 9 | − 0.0224 | 10 |