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Decision Tree part3 தமிழ் | What is pre pruning in decision trees? | 1 год назад


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Decision Tree part3 தமிழ் | What is pre pruning in decision trees? |

A decision tree is a decision support tool that uses a tree-like model of decisions and their possible consequences in this vide you will learn below topics on how to prune decision tree 00:00 what is overfitting 02:00 why decision tree is prone to overfitting 03:52 What is pre pruning in decision trees? 04:57 pre pruning using max depth 06:03 pre pruning using max leaf sample 08:28 pre pruning using max leaf node 09:10 Issue in pre pruning ? 10:26 cancer detection model using sklearn 16:16 graphviz to visualize decision tree Other series playlist: PANDAS    • Datascience pre-requisite - PANDAS fo...   LINEAR REGRESSION    • Linear regression in tamil தமிழ்   Machine Learning Concepts    • Machine Learning concepts in tamil தமிழ்   Python    • Python Tutorial - Python for Beginner...   KNN    • KNN algorithm   Matplotlib    • Matplotlib Tutorial 1 |  Matplotlib F...   decision tree,decision tree machine learning,decision tree in data mining,decision tree algorithm,decision tree analysis,decision tree classifier,decision tree tutorial,decision tree in python,decision tree python,decision tree cart algorithm,decision tree in tamil,decision tree python in tamil,decision tree solved example,decision tree algorithm in tamil,decision tree machine learning in tamil,decision tree algorithm in machine learning in tamil ,machine learning,machine learning in tamil,machine learning tamil,machine learning tutorial,machine learning tutorial in tamil,machine learning tutorial for beginners,what is machine learning,machine learning course,machine learning tamil meme,machine learning algorithms,machine learning with python,types of machine learning in tamil,deep learning,tamil,machine learning basics,machine learning python,deep learning in tamil,introduction to machine learning,supervised learning,machine learning,unsupervised learning,supervised vs unsupervised learning,supervised learning algorithms,supervised learning tamil,machine learning tamil,machine learning in tamil,supervised learning tutorial,machine learning course tamil,machine learning tutorial,supervised learning ai,supervised vs unsupervised vs reinforcement learning,supervised vs unsupervised learning in tamil,deep learning tamil,unsupervised learning tamil , introduction,How to construct decision tree,root node vs decision node vs leaf node ,how to make prediction with decision tree ,binary vs non binary conditions , ID3 vs c4.5 vs CART,how to choose the root name ,how to chose the decision node ,measure quality of split using gini or entropy ,advantages and disadvantages of decision tree , what is gini,what is entropy,How to select Best Split in Decision trees using Gini Impurity,How to select Best Split in Decision trees using Entropy , How to select Best Split in Decision trees , gini vs entropy, gini gain,information gain , gini gain vs information gain,machinelearningintamil ,machinelearning in tamil ,machinelearningtamil,machinelearningintamil tutorials,machinelearningintamil course,Decision trees Pre-pruning, Tree pruning, Machine learning, Data mining, Classification, Regression, Overfitting Underfitting #decisiontree #machinelearningintamil #machinelearning #pythonfordatascience #datascience

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