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iannn07 / DS-Basic-Training-Python

It's used for me to learn Basic Data Science using Python. It will be useful for me to learn ML and Big Data.
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Bad Linear Regression Model #1

Open iannn07 opened 1 year ago

iannn07 commented 1 year ago

This Linear Regression model resulting a gap prediction for the BMI index concerning to s5 feature (TG - Triglycerides).

Linear Regression Model

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R Squared Result

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iannn07 commented 1 year ago

As you can see, the R-Squared resulting in 0.289 ~ 28.9% fits with the data. This means that ~70% still do not fit with the data, which means that the model does not explain a lot of the variation in the data. However, I should enhance the model prediction by adding more variables or adjusting several codes.