messages.content: What is the coefficient of determination (R squared) of a regression model if we use the dataset located at "/user/home/datasets/finance.csv", with 'income', 'age' and 'education' as the independent variables and 'credit_score' as the dependent variable, and then repeat the same process with 'income', 'age' and 'credit_score' as the independent variables and 'education' as the dependent variable?
messages.role: user
messages.role: assistant
messages.arguments: {"dataset_path": "/user/home/datasets/finance.csv", "independent_variables": ["income", "age", "education"], "dependent_variable": "credit_score"}
messages.name: linear_regression_get_r_squared
messages.type: function
messages.arguments: {"dataset_path": "/user/home/datasets/finance.csv", "independent_variables": ["income", "age", "credit_score"], "dependent_variable": "education"}
messages.name: linear_regression_get_r_squared
messages.type: function
tools: [{"type": "function", "function": {"name": "linear_regression_get_r_squared", "description": "Calculate the coefficient of determination of a regression model.", "parameters": {"type": "dict", "properties": {"dataset_path": {"type": "string", "description": "Path to the CSV dataset file."}, "independent_variables": {"type": "array", "items": {"type": "string"}, "description": "The independent variables to use in the regression model."}, "dependent_variable": {"type": "string", "description": "The dependent variable to predict in the regression model."}}, "required": ["dataset_path", "independent_variables", "dependent_variable"]}}}]