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Parameter Optimization Using ML and Response Surface Analysis

Streamlit App

This repo shows how machine failure rate can be decreased through response surface analysis and optimization of parameters. The ML pipeline is simplified and most features are ignored for the purposes of this work.

See the app for details.

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Feature Optimization Using Response Surface Analysis (RSA).

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