These solutions may offer step-by-step problem-solving explanations or good writing examples that include modern styles of formatting and construction of bibliographies out of text citations and references. Students may use these solutions for personal skill-building and practice. Unethical use is strictly forbidden.In case of decision tree learning algorithms, the heuristic search makes more difficult to define the inductive bias. This is the main reason why shorter trees are more recommended as long as the information gain attributes reside closer to their roots. For naïve Bayes, the bias is given by the unbalancing degree of the datasets; practically, higher unbalanced these are, more false (positives or negatives) outputs might be obtained....
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