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decision-tree-classifier

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This repository contains a Jupyter Notebook exploring the adult income dataset. The notebook performs Exploratory Data Analysis (EDA), including visualizations with charts and graphs. Additionally, it implements various classification models to predict income and analyzes their accuracy.

  • Updated Jun 12, 2024
  • Jupyter Notebook

notebooks consist of various machine learning classification algorithm to predict climate based on the various factors. however this project does not implement time series algorithm.

  • Updated May 17, 2022
  • Jupyter Notebook

Loan Eligibility Prediction Model: A machine learning application to predict loan approval based on applicant data. Includes a web interface for submitting loan applications and receiving predictions. Built with Python and Jupyter Notebook.

  • Updated Jun 1, 2024
  • Jupyter Notebook

Predicting the Contraceptive Method Choice of a Woman Based on Demographic and Socio-economic Characteristics - The objective of this study is to to predict the contraceptive methods (no use, long-term methods, or short-term methods) of a woman based on her demographic and socio-economic characteristics. A data-set of 1473 married women with the…

  • Updated May 12, 2021
  • Jupyter Notebook

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