In Settings, you can choose a preset theme that has a different set of colors.
You can't choose your own colors.
Go to Settings, and then tap
Tap a thumbnail that has the set of colors you like, and then tap
No to keep your current Home wallpaper, or tap
Yes to use the selected theme's wallpaper.