The conversation between human and AI assistant.
How can I deal with missing values in a predictive model?
Can you assist me with dealing with missing values in a predictive model?
Sure, I'd be happy to help. Missing values in a dataset can be a major challenge in building an accurate predictive model. One approach is to use imputation methods to fill in the missing values with estimates based on the other available data points. Another approach is to remove the rows or features with missing values from the dataset altogether, but this can lead to a loss of valuable information.