https://github.com/aslandevbrat/decision-tree-and-random-forest

Predict Employee Turnover with scikit-learn
https://github.com/aslandevbrat/decision-tree-and-random-forest

Last synced: 3 months ago
JSON representation

Predict Employee Turnover with scikit-learn

• Host: GitHub
• URL: https://github.com/aslandevbrat/decision-tree-and-random-forest
• Owner: AslanDevbrat
• Created: 2020-09-21T12:05:32.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2020-09-21T12:09:21.000Z (almost 6 years ago)
• Last Synced: 2025-02-25T06:44:44.665Z (over 1 year ago)
• Language: Jupyter Notebook
• Size: 1.02 MB
• Stars: 3
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
- Introduction and Importing Libraries

- Exploratory Data Analysis

- Encode Categorical Features

- Visualize Class Imbalance

- Create Training and Test Sets

- Build a Decision Tree Classifier with Interactive Controls

- Build a Decision Tree Classifier with Interactive Controls (Continued)

- Build a Random Forest Classifier with Interactive Controls

- Feature Importance and Evaluation Metrics