A lot of the following warning messages might be found in the log files when the device detection service is disabled:
WARN [Experience Analytics]: Device detection component is not ready. Device model will be aggregated as classification unavailable.
To resolve the issue, consider the following steps:
<setting name="DeviceDetection.Enabled" value="false"/>