Update README.md

README.md

@@ -66,10 +66,10 @@ The possible events that can be classified are shown in [encoder-main.json](http
 
 ### Data
 
-The model was trained on log data sourced from various network and infrastructure devices, 
-capturing crucial system events and performance metrics. Syslogs originated from network routers, 
-switches, firewalls, and servers, providing a rich dataset of operational insights including security events, 
-traffic patterns, and hardware health statuses. 
+The model was trained on a variety of network events and system logs, focusing on monitoring and analyzing state changes,
+protocol behaviors, and hardware interactions across infrastructure components. This included tracking routing issues, 
+protocol neighbor state changes, link stability, and security events, ensuring that the model could recognize and 
+classify critical patterns in device communications, network health, and configuration activities.
 
 ### Train/Test Split