post-pruning

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anshul1004 /DecisionTree

Decision Tree classifier from scratch without any machine learning libraries

machine-learning entropy advertisement prediction supervised-learning id3 pruning decision-trees decision-tree decision-tree-classifier classification-algorithm decision-tree-algorithm iris-dataset id3-algorithm decision-tree-model overfitting classification-model post-pruning gini-index breast-cancer-dataset

UpdatedDec 12, 2019
Python

Deepesh-Rathore /Decision-tree-post-pruning

Star4

Implementing decision tree using ID3 algorithm based on Information Gain and using post pruning for improving accuracy

machine-learning decision-tree information-gain id3-algorithm post-pruning

UpdatedFeb 16, 2018
Python

MoinDalvs /Assignment_Decision_Tree_1

Star3

decision data-science hyperparameter-tuning decision-tree-classifier hyper-parameter-optimization post-pruning cost-complexity-pruning pruning-optimization

UpdatedJun 1, 2022
Jupyter Notebook

Vedant2311 /Machine-Learning-Algorithms

Star2

Compilation of different ML algorithms implemented from scratch (and optimized extensively) for the courses COL774: Machine Learning (Spring 2020) & COL772: Natural Language Processing (Fall 2020)

sentiment-analysis random-forest linear-regression scikit-learn machine-learning-algorithms naive-bayes-classifier neural-networks hyperparameter-optimization logistic-regression cvxopt decision-trees feature-engineering support-vector-machines stochastic-gradient-descent batch-gradient-descent post-pruning gaussian-discriminant-analysis yelp-review-analysis fmnist-dataset

UpdatedJan 27, 2021
Python

Pradnya1208 /Pruning-Decision-Trees

Star1

The objective of this project is to understand and implement the most commonly used Tree-pruning methods, Pre-pruning and Post-pruning.

pruning decision-trees post-pruning pruning-optimization prepruning

UpdatedJan 24, 2022
Jupyter Notebook

Manisha-Karim /Covid-19-Mortality-Prediction

Star0

Used ANOVA to choose the best features and Decision Tree with Post-Pruning to Predict Mortality of Covid-19 Patients

sklearn feature-selection decision-tree post-pruning anova-test

UpdatedJul 17, 2023
Jupyter Notebook

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