September 2017
Beginner to intermediate
304 pages
7h 2m
English
Content preview from Machine Learning With Go
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Probability measures
So how likely is it that we observe a specific outcome of an experiment? Well, to quantify the answer to this question, we introduce probability measures, which are often referred to as probabilities. They are represented by a number between 0 and 1 and/or by a percentage between 0% and 100%.
In the case of flipping a fair coin, we have the following scenario:
- There is a 0.5 or 50% chance, or probability, of heads, where 0.5 or 50% is a probability measure
- There is a 0.5 or 50% chance of tails
Probability measures for a certain experiment must add up to 1 because when an event occurs, it has to correspond to one of the possible outcomes.
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