https://github.com/bluecube246/cancer_classification_project
Using gene data to provide insights of breast cancer.
https://github.com/bluecube246/cancer_classification_project
classification supervised-learning unsupervised-learning
Last synced: over 1 year ago
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Using gene data to provide insights of breast cancer.
- Host: GitHub
- URL: https://github.com/bluecube246/cancer_classification_project
- Owner: bluecube246
- Created: 2021-02-28T01:43:29.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2021-02-28T01:45:32.000Z (over 5 years ago)
- Last Synced: 2025-01-28T12:44:26.668Z (over 1 year ago)
- Topics: classification, supervised-learning, unsupervised-learning
- Language: Jupyter Notebook
- Homepage:
- Size: 77.1 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
Project Cancer Classification
The Cancer Cell project is a project done in my data science class. The first part of the project gene data to cluster the data using K-means method and hierarchical clustering methods. The second part of the project is used to build a classifier that will predict if the patient has Type 1 Breast cancer or Type 2 cancer using mRNA data. The classifier used is a linear SVM classifier and the data is reported in a confusion matrix.