Fix InvalidParameterError

✅ Solution

InvalidParameterError in scikit-learn usually arises from passing incorrect or unsupported parameter values to a function or class constructor. To fix it, carefully review the documentation of the function/class, ensuring all parameter names are spelled correctly and the provided values match the expected data type and allowed range/options; double-check for deprecated or renamed parameters.