implementation of the KNN algorithm on crab biometrics dataset for CS16

Related tags

Algorithmsmachine-learningknn
Overview

crab-knn

implementation of the KNN algorithm in Python applied to biometrics data of purple rock crabs (leptograpsus variegatus) to classify the sex of leptograpsus crabs

Write-up:

https://docs.google.com/document/d/1uK0CxXXiHFax31C6Azo5iRrv-vJqMtH2nyr85FKXDKc/edit?usp=sharing

Dataset

https://www.kaggle.com/inputblackboxoutput/crab-body-metrics

Setup environment (do this when first cloning the project)

git clone [email protected]:chenmasterandrew/crab-knn.git
cd crab-knn
py -3 -m venv .venv
.venv/Scripts/activate
pip install -r requirements.txt

Testing instructions

.venv/Scripts/activate
  • set a value for constant K in crabtest.py
  • run crabtest.py
Owner
Andrew W. Chen
Hello! I'm Andrew - a student. Nice to meet you!
Andrew W. Chen
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