Conditional Probability Distribution The Conditional Probabilities for two Random Variables XXX and YYY P(X∣Y)P(X\mid Y)P(X∣Y) For example P(Weather∣Headache)P(\text{Weather}\mid \text{Headache})P(Weather∣Headache)