Heart Disease prediction using KNN
Budget: ₹100 – ₹400 INR
I am looking for a freelancer to develop a heart disease prediction model using K-nearest neighbors (KNN) algorithm. The project involves the following requirements:
- General heart disease prediction: The model should be able to predict the presence or absence of heart disease in individuals.
- Dataset: I will provide the dataset to be used for training and testing the model.
- Desired accuracy: The prediction model should achieve an accuracy rate of 70-80%.
Ideal skills and experience for this project include:
- Proficiency in machine learning algorithms, particularly K-nearest neighbors (KNN)
- Experience in data preprocessing and feature engineering
- Strong knowledge of Python and relevant libraries such as scikit-learn
- Ability to analyze and interpret data accurately
- Good understanding of heart disease and related factors
Please provide examples of previous projects or relevant experience in your proposal.
- General heart disease prediction: The model should be able to predict the presence or absence of heart disease in individuals.
- Dataset: I will provide the dataset to be used for training and testing the model.
- Desired accuracy: The prediction model should achieve an accuracy rate of 70-80%.
Ideal skills and experience for this project include:
- Proficiency in machine learning algorithms, particularly K-nearest neighbors (KNN)
- Experience in data preprocessing and feature engineering
- Strong knowledge of Python and relevant libraries such as scikit-learn
- Ability to analyze and interpret data accurately
- Good understanding of heart disease and related factors
Please provide examples of previous projects or relevant experience in your proposal.