This error message is related to the XGBoost library used in machine learning and data analysis. It indicates that there is an issue with the label data for a particular dataset, where it contains NaN (Not a Number), infinity, or values that are too large. This can cause problems during model training and evaluation, and therefore needs to be resolved before proceeding with further analysis.
To fix this error, you need to inspect your dataset and identify any issues with the label data. You can try removing any rows or columns that contain invalid values or replacing them with appropriate values. Additionally, make sure that the label data is within an acceptable range for the problem you are trying to solve.