https://github.com/itdxer/adult-dataset-analysis

👥 ➡️ 💰 Analysis and classification model for the adult dataset
https://github.com/itdxer/adult-dataset-analysis

adult-dataset analysis binary-classification classification

Last synced: about 1 month ago
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👥 ➡️ 💰 Analysis and classification model for the adult dataset

• Host: GitHub
• URL: https://github.com/itdxer/adult-dataset-analysis
• Owner: itdxer
• Created: 2018-11-01T19:27:17.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2018-11-01T19:34:04.000Z (over 6 years ago)
• Last Synced: 2023-08-03T03:55:12.637Z (almost 2 years ago)
• Topics: adult-dataset, analysis, binary-classification, classification
• Language: Jupyter Notebook
• Homepage:
• Size: 1.82 MB
• Stars: 3
• Watchers: 2
• Forks: 4
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Analysis and Classification of the Adult dataset

## Abstract

Predict whether income exceeds $50K/yr based on census data. Also known as "Adult" dataset.

Data from: http://mlr.cs.umass.edu/ml/datasets/Census+Income

## Overview

Analysis and classification was done in two different notebooks.

1. [Data Analysis](https://github.com/itdxer/adult-dataset-analysis/blob/master/Data%20analysis.ipynb)

2. [Classification](https://github.com/itdxer/adult-dataset-analysis/blob/master/Classification.ipynb)

## Software

All the analysis was done using python 3.6 and all the external libraries and their versions can be found in the requirements.txt file.