[jamesjguthrie]

Learn how to do both, natively.

[tartle]

...and when you have learnt it - use a decent cross-platform framework (like Titanium or Xamarin, I don't mean uncanny-valley-html-pretending-native-ui...) for 80% cases, where it makes more sense than producing two separate code bases.