https://github.com/pinocchio315/kaggle_playground_s4e7
https://github.com/pinocchio315/kaggle_playground_s4e7
Last synced: 2 months ago
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- Host: GitHub
- URL: https://github.com/pinocchio315/kaggle_playground_s4e7
- Owner: Pinocchio315
- Created: 2024-10-01T09:22:08.000Z (8 months ago)
- Default Branch: main
- Last Pushed: 2024-10-01T09:58:40.000Z (8 months ago)
- Last Synced: 2025-01-17T07:45:21.505Z (4 months ago)
- Language: Python
- Size: 15.6 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
## Overview
This is my personal log for [Kaggle playground competition S4E7](https://www.kaggle.com/competitions/playground-series-s4e7), in which I got the **256-th** place out of 2234 teams (__TOP 12%__). It was my first participation in Kaggle Competition.
* The objective of this competition is to predict which customers respond positively to an automobile insurance offer by using binary classification.
* The main challenge was, in my personal opinion, to overcome the highly imbalanced(almost 90% of 0s and 10% of 1s in the label variable) distribution of the dataset.
* Note that the dataset for this competition is not uploaded. If you need, please visit [here](https://www.kaggle.com/competitions/playground-series-s4e7/data).
I would like to express my gratitude to my teammate `Forever_YW`(kaggle id) for his invaluable support and collaboration throughout this Kaggle competition.