---
title: "Discussion on \"Decision Tree- Part 3: Ensemble Methods\" | Hashnode"
description: "Discussion on \"Decision Tree- Part 3: Ensemble Methods\". In previous parts of decision trees, we explored what are decision trees and how they can be used for regression as well as classification. In this blog we will see the problem with normal classification tree, and how to overcome it using various ens..."
url: "https://hashnode.com/posts/decision-tree-part-3-ensemble-methods/6706ac409b1733c87170c488"
---

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# [Decision Tree- Part 3: Ensemble Methods](https://omkarkasture.hashnode.dev/decision-tree-part-3-ensemble-methods?utm_source=hashnode&utm_medium=feed)

In previous parts of decision trees, we explored what are decision trees and how they can be used for regression as well as classification. In this blog we will see the problem with normal classification tree, and how to overcome it using various ens...

Oct 9, 2024 · 14 min read · omkarkasture.hashnode.dev  
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-   [#decisiontree](https://hashnode.com/tag/decisiontree)
-   [#machine-learning](https://hashnode.com/tag/machine-learning)
-   [#ensemblelearning](https://hashnode.com/tag/ensemblelearning)
-   [#bagging](https://hashnode.com/tag/bagging)
-   [#random-forest](https://hashnode.com/tag/random-forest)
-   [#gradient-boosting](https://hashnode.com/tag/gradient-boosting)
-   [#machinelearning-adaboost-ensemblelearning-ai-python-datascience-boosting-techinnovation-mlalgorithms-hashnode-aimodels-techblog-dataanalytics](https://hashnode.com/tag/machinelearning-adaboost-ensemblelearning-ai-python-datascience-boosting-techinnovation-mlalgorithms-hashnode-aimodels-techblog-dataanalytics)
-   [#xgboost](https://hashnode.com/tag/xgboost)

## Written by

[Omkar Kasture](https://hashnode.com/@omkar2483)

@omkar2483 · Pune, India

  
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CSE VIIT'26 || Full Stack Web Developer || MySQL, MongoDB, ExpressJS, ReactJS, NodeJS || Machine Learning || Java DSA

MERN Stack Developer, Machine learning & Deep Learning

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