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1. www.geeksforgeeks.org › decision-treeDecision Tree - GeeksforGeeks

   www.geeksforgeeks.org › decision-tree

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   May 17, 2024 · Decision trees are a popular and powerful tool used in various fields such as machine learning, data mining, and statistics. They provide a clear and intuitive way to make decisions based on data by modeling the relationships between different variables.

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2. www.upgrad.com › blog › what-is-decision-tree-inWhat is Decision Tree in Data Mining? Types, Real World ...

   www.upgrad.com › blog › what-is-decision-tree-in

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   Jul 5, 2024 · Learn what a decision tree is, how it works, and what types of decision trees exist. See real world examples and applications of decision trees in data mining, machine learning, and pattern recognition.

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3. www.ibm.com › topics › decision-treesWhat is a Decision Tree? | IBM

   www.ibm.com › topics › decision-trees

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   Learn what a decision tree is, how it works, and how it is used for classification and regression tasks in data mining. Explore the types, metrics, and examples of decision tree algorithms, such as ID3, C4.5, and CART.

4. www.analyticsvidhya.com › decision-tree-algorithmWhat is Decision Tree Algorithm? - Analytics Vidhya

   www.analyticsvidhya.com › decision-tree-algorithm

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   Mar 24, 2023 · This comprehensive guide will cover all aspects of the decision tree algorithm, including the working principles, different types of decision trees, the process of building decision trees, and how to evaluate and optimize these.

5. towardsdatascience.com › decision-trees-forDecision Trees for Classification — Complete Example

   towardsdatascience.com › decision-trees-for

   Jan 1, 2023 · A decision tree is a decision support tool that uses a tree-like model of decisions and their possible consequences, including chance event outcomes, resource costs, and utility. It is one way to display an algorithm that only contains conditional control statements.

6. en.wikipedia.org › wiki › Decision_tree_learningDecision tree learning - Wikipedia

   en.wikipedia.org › wiki › Decision_tree_learning

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   Learn about decision tree learning, a supervised learning approach used in statistics, data mining and machine learning. Find out how decision trees are built, used and extended for classification and regression problems.

7. People also ask

   What is a decision tree?

   • A decision tree is a flowchart-like structure used to make decisions or predictions. It consists of nodes representing decisions or tests on attributes, branches representing the outcome of these decisions, and leaf nodes representing final outcomes or predictions.

   Decision Tree - GeeksforGeeks

   www.geeksforgeeks.org/decision-tree/

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   What is decision tree learning?

   • Decision tree learning is a supervised learning approach used in statistics, data mining and machine learning. In this formalism, a classification or regression decision tree is used as a predictive model to draw conclusions about a set of observations.

   Decision tree learning - Wikipedia

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   What is decision tree in data mining?

   • Earn Executive PG Programs, Advanced Certificate Programs, or Masters Programs to fast-track your career. A type of data mining technique, Decision tree in data mining builds a model for classification of data. The models are built in the form of the tree structure and hence belong to the supervised form of learning.

   What is Decision Tree in Data Mining? Types, Real World ... - upGrad

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   What is the structure of a decision tree?

   • The structure of a decision tree consists of a root node, branches, and leaf nodes. The branched nodes are the outcomes of a tree and the internal nodes represent the test on an attribute. The leaf nodes represent a class label. 1. A decision tree works under the supervised learning approach for both discreet and continuous variables.

   What is Decision Tree in Data Mining? Types, Real World ... - upGrad

   www.upgrad.com/blog/what-is-decision-tree-in-data-mining/

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8. link.springer.com › chapter › 10Decision Trees in Data Mining - SpringerLink

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   Jun 6, 2019 · A chapter from a book on evolutionary decision trees in large-scale data mining. It covers the basics of data mining, decision trees, and related methods, as well as the challenges and opportunities of Big Data era.