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Nov 2, 2017 - Java
information-gain
Here are 63 public repositories matching this topic...
IUB CSE 425 (Artificial Intelligence)
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Nov 14, 2019 - Jupyter Notebook
Built and implemented the Decision Tree successfully with split on the basis of information gain from scratch
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Mar 17, 2020 - Jupyter Notebook
Polycystic Ovary Syndrome (PCOS) is a widespread pathology that affects many aspects of women's health, with long-term consequences beyond the reproductive age. The wide variety of clinical referrals, as well as the lack of internationally accepted diagnostic procedures, have had a significant impact on making it difficult to determine the exact…
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Dec 29, 2021 - Jupyter Notebook
Information gain can be used to get information about the value of attributes regarding a conceived result.
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Jun 21, 2023 - Python
Content: Root node, Decision node & Leaf nodes, Attribute Selection Measure (ASM), Feature Importance (Information Gain), Gini index
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May 1, 2024 - Jupyter Notebook
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Mar 22, 2018 - Python
Design and Implementation of Random Forest algorithm from scratch to execute Pacman strategies and actions in a deterministic, fully observable Pacman Environment.
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Mar 17, 2021 - Python
Implementation of decision tree from the scratch using entropy as criteria for information gain calculations.
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May 22, 2019 - MATLAB
Feature selection techniques on author text data
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Dec 18, 2020
Implementation of decision tree using information gain
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Feb 18, 2019 - Python
Focused on math and applied the methods into programming.
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Jul 29, 2021 - Python
Information gain of a car dataset was calculated in this notebook
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Jun 6, 2022 - Jupyter Notebook
This is a Decision Tree implementation with Python which uses information gain to split attributes. It does not use any ML library.
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Dec 26, 2022 - Python
Implementation of Decision Tree using two heuristics for Assignment 01 of the course CS6375: Machine Learning.
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Jan 15, 2019 - Java
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Aug 21, 2020 - Jupyter Notebook
In this repo, I implement a decision tree classifier from scratch using python and pandas. I use this decision tree to detect gender based on names. I use the first letter, first two letters, first three letters, last letter, last two letters, last three letters, etc. as features.
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Apr 19, 2021 - Python
This project focuses on implementing and analyzing the learning process in decision trees using Connect 4.
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Aug 25, 2023 - Jupyter Notebook
Greedy algorithm for classification tree
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Dec 3, 2017 - Python
My first attempt at Elixir, a basic implementation of decision trees.
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Dec 26, 2017 - Elixir
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