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One of the questions that arises in a decision tree algorithm is the optimal size of the final tree. A tree that is too large risks overfitting the training data and poorly generalizing to new samples. A small tree might not capture important structural information about the sample space.
The left tree is the decision tree we obtain from using information gain to split the nodes and the right tree is what we obtain from using the phi function to split the nodes. The resulting tree from using information gain to split the nodes. Now assume the classification results from both trees are given using a confusion matrix.
If the template has a separate documentation page (usually called "Template:template name/doc"), add [[Category:Middle-earth family tree templates]] to the <includeonly> section at the bottom of that page. Otherwise, add <noinclude>[[Category:Middle-earth family tree templates]]</noinclude>
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Template:William Shakespeare family tree; Template:Sheffield family tree; Template:Earls of Shrewsbury family tree; Template:Southcote baronets tree chart; Template:Dukes of St Albans family tree; Template:Stannard family tree; Template:Earls of Stockton family tree; Template:House of Stuart family tree; Template:Earls, Marquesses, and Dukes of ...
File:Mafia family structure tree af.svg File:Mafia family structure tree.cz.svg File:Mafia family structure tree.de.svg File:Drzewo struktury mafijnej.svg (PL) File:Mafia family structure tree.ru.svg File:Mafia family structure tree.ja.svg: SVG development
The birth order of siblings is correctly shown in the family tree (from left to right), except for Vyasa and Bhishma whose birth order is not described, and Vichitravirya and Chitrangada who were born after them. The fact that Ambika and Ambalika are sisters is not shown in the family tree. The birth of Duryodhana took place after the birth of ...
The family tree shows the relationship of the languages within a family, much as a family tree of an individual shows their relationship with their relatives. There are criticisms to the family tree model. Critics focus mainly on the claim that the internal structure of the trees is subject to variation based on the criteria of classification. [22]