Inter-service rivalry had allot to do with it.
The Japanese Navy saw their own budget get crushed and the army's ballooning in the event of Russo-Japanese war two, electric boogaloo.
By contrast, a war against the occident would be primarily a naval affair.
Also, practicality, Japanese war...