Linear Regression MCP
JSON →Train a Linear Regression model by uploading a CSV dataset file, demonstrating an end-to-end machine learning workflow.
Tools · 5
- upload_file Uploads a CSV file and stores it for processing.
- get_columns_info Retrieves the column names in the uploaded dataset.
- check_category_columns Checks for any categorical columns in the dataset.
- label_encode_categorical_columns Label encodes categorical columns into numerical values.
- train_linear_regression_model Trains a linear regression model and calculates RMSE.
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