What are the benefits of using class weights in machine learning?
An example of an AI chatbot conversation about the benefits of class weights in machine learning.
What are the benefits of using class weights in machine learning?
Class weights help to address class imbalance by giving more importance to minority classes during training.
How do I implement class weights in my model?
You can implement class weights by using the 'class_weight' parameter in libraries like scikit-learn or TensorFlow.
Can class weights improve model accuracy?
Yes, class weights can improve model accuracy, especially in datasets with imbalanced classes.
Are there any downsides to using class weights?
One downside is that it may lead to overfitting on the minority class if not tuned properly.
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