1. A position information providing apparatus comprising: a sensor data acquiring unit acquiring sensor data; a feature amount calculating unit calculating a feature amount from the sensor data; and a confidence level calculating unit calculating a confidence level using the feature amount, wherein the sensor data is more than one, and the feature amount includes a statistical amount of more than one piece of the sensor data and an amount showing a form of the sensor data.