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Linear Regression MCP

by HeetVekariya
GitHub
Python
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train_linear_regression_model

Train a linear regression model by specifying the output column. Returns RMSE value to evaluate model performance. Integrates data preprocessing and evaluation seamlessly.

Instructions

This function trains linear regression model.

Args: Takes input for output column name.

Returns: String which contains the RMSE value.

Input Schema

NameRequiredDescriptionDefault
output_columnYes

Input Schema (JSON Schema)

{ "properties": { "output_column": { "title": "Output Column", "type": "string" } }, "required": [ "output_column" ], "title": "train_linear_regression_modelArguments", "type": "object" }

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