"go with the bus" vs "go by the bus"

[Izabella]

English Grammar Error, Intermediate level

ESL/EFL Test #21 "Modal Verbs", question 6

No, there's no railway station near us and so you either have to take your car or alternatively go with the bus.

(a) there's no
(b) near us
(c) with the bus

English Grammar Error, Intermediate level

ESL/EFL Test #21 "Modal Verbs", answer 6

No, there's no railway station near us and so you either have to take your car or alternatively go by bus.

Correct entry: by bus
The error was: (c) with the bus
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I use "by the bus", is it Ok?

Izabella

[Lost_Soul]

no, unfortunately that doesnt sound good :(
You shall stick to by bus