Law of Total Probability

Law of total probability:

$$\begin{array}{rl}P(A)& =P(A\cap B)+P(A\cap B^{\prime })\\ & =P(A|B)P(B)+P(A|B^{\prime })P(B^{\prime })\end{array}$$