What you have to do is to calibrate both your thermometer and hygrometer. It is not uncommon for the factory or purchased thermometers and hygrometers to be wrong.
Do a search for how to calibrate a thermometer and how to calibrate a hygrometer. There is lots of information in BYC and on the...