A diagram can be a rough sketch, a number line, a tree diagram or two-way table, a Venn diagram, or any other drawing which helps us to tackle a problem. Conjunctions between nodes are limited to AND, whereas decision graphs allow for nodes linked by OR.In mathematics, diagrams are often a useful way of organising information and help us to see relationships.Calculations can become complex when dealing with uncertainty and lots of linked outcomes.When dealing with categorical data with multiple levels, the information gain is biased in favor of the attributes with the most levels.Tends to be accurate regardless of whether it violates the assumptions of source data.A tree’s reliability can be tested and quantified.Uses a white box model (making results easy to explain).Can model problems with multiple outputs.
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