Machine Learning Challenges: Choosing the Best Classification Model and Avoiding Overfitting
Modeling with machine learning is a challenging but valuable skill for anyone working with data. No matter what you use machine learning for, chances are you have encountered a modeling or overfitting concern along the way.
This white paper shows how can overcome these challenges, including how to choose the right classification model for your data and how to avoid and correct for overfitting. Finally, you’ll see how much easier these tasks can be when you use MATLAB®.
Download this white paper to learn how to:
- Develop classification models
- Use the MATLAB Classification Learner app
- Apply regularization techniques
- Perform cross-validation in MATLAB