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Yash Chaudhari
Yash Chaudhari
yash-chaudharis-blog.hashnode.dev·Nov 11, 2024
Nov 11, 2024

Error Metrics in Regression and Classification

Hi there, in this post, I will discuss the metrics that are used to evaluate how accurate machine learning models are. I hope that helps. You can use this page as a cheat sheet. At its core, what we all do when deriving a machine learning model is ma...

Error Metrics in Regression and Classification
Discuss·22 reads
#MSE
Deepak Kumar Mohanty
Deepak Kumar Mohanty
kumarblog-1.hashnode.dev·Oct 26, 2024
Oct 26, 2024

Finding the Best-Fit Line in Linear Regression – Manual Minimization vs. Gradient Descent

When working with linear regression, the goal is to identify the best-fit line that captures the relationship between your input (independent) variable x and output (dependent) variable y. This line, represented by the equation: $$h_{\theta}(x) = \th...

Finding the Best-Fit Line in Linear Regression – Manual Minimization vs. Gradient Descent
Discuss·14 reads
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