Class Imbalance Mitigation with SMOTE
Budget: $30 – $250 USD
I'm seeking a machine learning expert to help me tackle class imbalance in my numerical data using SMOTE (Synthetic Minority Over-sampling Technique). The primary goal of this project is to improve the performance of my model.
Ideal Skills and Experience:
- Proficiency in machine learning techniques, particularly in handling class imbalance.
- Extensive experience with numerical data.
- Familiarity with SMOTE and other over-sampling techniques.
- Strong statistical analysis skills to evaluate model performance pre and post intervention.
Ideal Skills and Experience:
- Proficiency in machine learning techniques, particularly in handling class imbalance.
- Extensive experience with numerical data.
- Familiarity with SMOTE and other over-sampling techniques.
- Strong statistical analysis skills to evaluate model performance pre and post intervention.
Related categories:
Python
Scientific Research
Statistics
Machine Learning (ML)
Statistical Analysis