Model Evaluation Metrics and validation of the model for Machine Learning Everyone should know
Evaluating the Model is considered a core part of building an effective machine learning model. Evaluating the model allows us to ask important questions like
- How well is my model doing? Is it a useful model?
- Will training my model on more data improve its performance?
- Do I need to include more features?
Evaluation metrics explain the performance of a model. An important aspect of evaluation…