Arduino / Love-O-Meter : wrong temperature read when LEDs are on
Run a separate ground connection for the temperature sensor.

The way it is shown in the picture of the link, The LEDs are sharing the ground connection, and this is causing a slight ground reference shift (voltage drop), which is causing the output voltage to be shifted with respect to the A2D ground reference.