Learn-ing-Based On-AP TCP Performance Enhancement

Table 5

The chosen metrics, and the correlations computed with seaborn.heatmap.

Metrics	Instructions	Correlations
UNA	Computed from the sampled packet statistics	0.52
Data rate for all the links	Rates from link statistics	0.5
Channel transmit utility	Time for transmitting in last 1000 ms.	0.49
Signal strength	Signal strength from channel statistics	0.27
Channel busy utility	Time channel is busy in last 1000 ms.	0.23
Retransmission ratio	Packet loss statistics	0.2
Noise	Noise from channel statistics	-0.13