Data Science and Machine Learning (Theory and Projects) A to Z - Machine Learning Model Performance Metrics: The Accurac

Data Science and Machine Learning (Theory and Projects) A to Z - Machine Learning Model Performance Metrics: The Accurac

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Information Technology (IT), Architecture, Health Sciences, Biology

University

Hard

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The video discusses performance measures for models, focusing on accuracy and its limitations. It explains how accuracy is calculated and highlights its drawbacks, especially in cases where different types of errors have different consequences, such as in cancer prediction. The video also introduces mean squared error (MSE) for regression and hints at more advanced measures like confusion matrix, precision, and recall to be covered in the next video.

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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