Hi
Read through the website as the text explains how the circuit works.The base of the transistor as been cut off as it's not required!!
Also follow the links on the site as extra info is supplied.
Also
Quote from site-
"If the resistor that charges the capacitor is too low in value (or if the power supply voltage is too high), the current through the transistor will not become low enough for the transistor to turn off. If the resistor that charges the capacitor is too high in value (or the power supply voltage is too low), the capacitor will not be able to charge to a high enough voltage to enable the transistor to turn on. This is because the transistor draws as small amount of current before switching on."