عنوان قارسی مقاله: درخت تصمیم
عنوان انگلیسی مقاله:
فهرست مطالب
Decision Tree
Outline
Decision Tree for Play Tennis
Decision Trees
Decision tree representation
Appropriate Problems For Decision Tree Learning
Top-Down Induction of Decision Trees
ID3
Entropy
Information Gain
Training Examples
Selecting the Next Attribute
Hypothesis Space Search by ID3
Overfitting
Overfitting in Decision Tree Learning
Avoiding overfitiing
Reduced-Error Pruning
Rule Post-Pruning
Converting A Tree to Rules
Rule Post-Pruning
Continuous-Valued Attributes
Unknown Attribute Values
Attribute with Costs
بخشی از مقاله
Rule Post-Pruning
Main advantages of convert the decision tree to rules
The pruning decision regarding an attribute test can be made differently for each path.
If the tree itself were pruned, the only two choices would be to remove the decision node completely, or to retain it in its original form.
Converting to rules removes the distinction between attribute tests that occur near the root of the tree and those that occur near the leaves.
Converting to rules improves readability. Rules are often easier for to understand.
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کلمات کلیدی:
Decision Tree - RapidMiner Documentationdocs.rapidminer.com/studio/operators/modeling/.../trees/parallel_decision_tree.htmlA decision tree is a tree-like graph or model. It is more like an inverted tree because it has its root at the top and it grows downwards. This representation of the ...Decision Tree - Tips for Creating Decision Trees - SmartDrawhttps://www.smartdraw.com/decision-tree/A decision tree is a visual tool that shows the various outcomes from a series of decisions. Decision trees are easy to follow and understand. Here's how to ...[PDF]Decision Trees— What Are They? - SAS Supportsupport.sas.com/publishing/pubcat/chaps/57587.pdf2 Decision Trees for Business Intelligence and Data Mining: Using SAS ... root node as a simple, one-dimensional display in the decision tree interface.Searches related to Decision Treedecision tree examplesdecision tree machine learningdecision tree data miningdecision tree sklearndecision tree makerdecision tree algorithmdecision tree tutorialdecision tree pdf
