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

   www.geeksforgeeks.org › decision-tree

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   May 17, 2024 · Learn what decision trees are, how they work, their advantages and disadvantages, and their applications in machine learning. Explore the structure, metrics, algorithms, and visualizations of decision trees with examples and code.

   • Video Duration: 19 min

2. www.javatpoint.com › machine-learning-decisionDecision Tree Algorithm in Machine Learning - Javatpoint

   www.javatpoint.com › machine-learning-decision

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   Learn how to use decision tree, a supervised learning technique, for classification and regression problems. Understand the terminologies, steps, and techniques of decision tree, such as information gain, Gini index, and pruning.

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3. www.analyticsvidhya.com › decision-tree-algorithmDecision Tree? [A Step-by-Step Guide] - Analytics Vidhya

   www.analyticsvidhya.com › decision-tree-algorithm

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   May 31, 2024 · Learn what a decision tree is, how it works, and why it is useful for machine learning. Explore different types of decision trees, such as classification and regression trees, and see examples of how to build and evaluate them.

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4. www.geeksforgeeks.org › decision-tree-introductionDecision Tree in Machine Learning - GeeksforGeeks

   www.geeksforgeeks.org › decision-tree-introduction

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   Mar 15, 2024 · Learn the basics of decision trees, a versatile and interpretable algorithm for predictive modelling. Understand the components, terminologies, construction, and advantages of decision trees, and how to use them for classification and regression tasks.

   • Video Duration: 32 min

5. scikit-learn.org › stable › modules1.10. Decision Trees — scikit-learn 1.5.1 documentation

   scikit-learn.org › stable › modules

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   Learn how to use decision trees for classification and regression problems with scikit-learn, a Python library for machine learning. See examples, advantages, disadvantages and parameters of decision trees.

6. www.coursera.org › decision-tree-machine-learningDecision Trees in Machine Learning: Two Types (+ Examples)

   www.coursera.org › decision-tree-machine-learning

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   Nov 29, 2023 · Learn what decision trees are, how they work, and why they are important in machine learning. Explore the difference between classification and regression trees, and see examples and projects to apply your skills.

7. People also ask

   Why are decision trees important in machine learning?

   • Decision trees in machine learning provide an effective method for making decisions because they lay out the problem and all the possible outcomes. It enables developers to analyze the possible consequences of a decision, and as an algorithm accesses more data, it can predict outcomes for future data.

   Decision Trees in Machine Learning: Two Types (+ Examples)

   www.coursera.org/articles/decision-tree-machine-learning

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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

   en.wikipedia.org/wiki/Decision_tree_learning

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   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 a decision tree in data mining?

   • In decision analysis, a decision tree can be used to visually and explicitly represent decisions and decision making. In data mining, a decision tree describes data (but the resulting classification tree can be an input for decision making). A tree showing survival of passengers on the Titanic ("sibsp" is the number of spouses or siblings aboard).

   Decision tree learning - Wikipedia

   en.wikipedia.org/wiki/Decision_tree_learning

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8. towardsdatascience.com › decision-trees-in-machineDecision Trees in Machine Learning | by Prashant Gupta ...

   towardsdatascience.com › decision-trees-in-machine

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   May 17, 2017 · Learn how to use decision trees for classification and regression problems in machine learning. Understand the basics of growing, pruning and boosting decision trees, and see examples with titanic and house price data.