What does the item highlighted in the definition mean ?
This looks like the "probability of a random variable" ? if so I am unsure as to what this means ...
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5I suspect that here $P(f)$ is used as a notation for $\int fdP$. Also see this question. – drhab Apr 16 '17 at 10:47