https://github.com/gakas14/classification_projects

Classification systems
https://github.com/gakas14/classification_projects

classification logistic-regression randomforestclassifier svm-training

Last synced: 8 days ago
JSON representation

Classification systems

• Host: GitHub
• URL: https://github.com/gakas14/classification_projects
• Owner: gakas14
• Created: 2022-04-22T03:26:25.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2022-04-22T07:55:30.000Z (over 2 years ago)
• Last Synced: 2023-11-28T06:30:05.004Z (12 months ago)
• Topics: classification, logistic-regression, randomforestclassifier, svm-training
• Language: Jupyter Notebook
• Homepage:
• Size: 174 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# Classification_projects

This document content some classification systems. We used two of the most datasets of machine learning MNIST and TITANIC datasets.

In these projects:

-  Binary classifier.

-  Performance Measures

    - Measuring Accuracy using Cross-Validation, 

    - Confusion Matrix, 

    - Precision and Recall 

    - Precision and Recal Trade-off

    - ROC Curve and the ROC AUC.

- Multiclass Classification.

- Error Analysis.

- Multilabel Classification.

- Muitioutput Classification.