Furnace starts and stops numerous times before getting the house to the right temperature.

Hi tdrury62 and welcome, you need to give more information such as type and model to get the best answers. Good luck.

What type of thermostat do you have? Is the "furnace" actually a boiler with hot water baseboard heat?