Oracle supported linux distributions
There is no reason why Oracle would perform badly on Ubuntu (though Oracles OEL kernel has some Oracle-specific optimisations), it's all about enterprise support.

Certification is an expensive and time-consuming task, as is training support workers in each flavour of Linux - that's why the RDBMS is only officially supported on a select number of releases.