(Day 9) Simple linear regression to predict GCPA

Ivan Ivanov · January 10, 2024

Hello :) Today is Day 9!

A quick summary of today:

  • Linear regression to predict student GCPA on Kaggle

Today I tried to make a simple linear regression model.

Data

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CGPA, IQ, Placement (whether the student got into college)

Some viz

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CGPA high => placement=1 degree of certainty is high too. IQ doesn’t seem to matter

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For fun, I selected IQ and placement as the features, and target is CGPA.

Results

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As expected IQ does not seem to matter.

That is all for today!

See you tomorrow :)

Original post in Korean