https://github.com/zainnasrullah/uciincomeclassification
Predicting the income bracket of individuals in the UCI adult income database.
https://github.com/zainnasrullah/uciincomeclassification
Last synced: 2 months ago
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Predicting the income bracket of individuals in the UCI adult income database.
- Host: GitHub
- URL: https://github.com/zainnasrullah/uciincomeclassification
- Owner: ZainNasrullah
- Created: 2017-11-22T18:14:45.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2018-01-05T03:24:18.000Z (over 7 years ago)
- Last Synced: 2024-12-20T03:47:41.030Z (6 months ago)
- Language: Jupyter Notebook
- Homepage:
- Size: 14.8 MB
- Stars: 0
- Watchers: 1
- Forks: 1
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# UCI Income Classification Assignment
The goal of this project is to build a model that can predict which income bracket an individual falls into using the UCI adult income dataset. As an additional layer of complexity, this target variable in this dataset contains 3 classes rather than the standard 2.
Additionally, an important learning objective of this assignment is to implement a variety of models with cross-validation and hyper-parameter tuning to identify the best performing model. There is also emphasis on how one would score these models and evaluate their performance. You'll find all the info you need in the iPython Notebook, enjoy!