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January 4, 2026 · 1 min read

How would you approach testing a machine learning model that predicts house prices based on various features?

I would start by splitting the dataset into training and testing sets. Then, I would evaluate the model’s performance using metrics like Mean Absolute Error (MAE) and R-squared on the…

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SOFTWARE_ARCHITECT // AI_ENGINEER

📅 Jan 04, 2026 ⏱ 1 min read

HW

How would you approach testing a machine learning model that predicts house prices based on various features?

COVER // HOW WOULD YOU APPROACH TESTING A MACHINE LEARNING MODEL THAT PREDICTS HOUSE PRICES BASED ON VARIOUS FEATURES?

I would start by splitting the dataset into training and testing sets. Then, I would evaluate the model’s performance using metrics like Mean Absolute Error (MAE) and R-squared on the test set to ensure it generalizes well to unseen data.

machine learning model-evaluation regression testing

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