Complex sentence: Churchill chaired the first two, the War Cabinet and the Defence Committee, with Attlee deputising for him in these, and answering for the government in Parliament when Churchill was absent.
Split into simpler sentences: Churchill chaired the War Cabinet and the Defence Committee. Attlee was his regular deputy in these committees, and answered for the government in parliament when Churchill was absent.