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Predicting performance of CPUs with Single and Multi Variate Regression (scikit-learn)

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CPU Performance Predictor

My first ML project: Using Single and Multi Variate Linear Regression, predicts the CPU performances based on various Features (like Maximum Memory, Cache etc.)

Here's a plot of maximum memory of CPUs vs their (actual and predicted) performances: image

Uses matplotlib for plotting data. Uses scikit-learn for Linear Regression models.

Dataset from UCI ML Repo

Feldmesser,Jacob. (1987). Computer Hardware. UCI Machine Learning Repository. https://doi.org/10.24432/C5830D.

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Predicting performance of CPUs with Single and Multi Variate Regression (scikit-learn)

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