Split power supply is a bit better because it saves you the trouble of having to use a large capacitor on the speaker output.
Note that 2030A needs quite high voltage to output decent amount of power, if you want 18-20w - real ones - you need to feed this amplifier chip with about +/-20v or around 36-40v (for single psu). With low voltages like 12-24v, the chip sucks.
The chip is also fairly inefficient at around 65-70% so be prepared to use a large heatsink.
My advice would be to just go buy a TDA2050 (datasheet here:
http://diyaudioprojects.com/Chip/DIY-TDA2050-Hi-Fi-Chip-Amplifier/TDA2050-Datasheet.pdf ) if you want to keep it in the same family, or just go for better class D amplifier chips as these don't require heatsinks to work and they'd also work at high power outputs with lower voltages like 12v or 24v