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K6312 INFORMATION MINING & ANALYSIS - Take-home Assignment I: Linear regression

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NTUK6312INFORMATION MINING & ANALYSISPythonLinear regression model

K6312 Take-home Assignment I

Import Libraries

Split dataframe into features dataframe and target dataframe

Split data into training/testing sets

Baseline for Students Grade Prediction

Let's build a linear regression model to predict the student grade using three features: studytimetraveltime and higher_yes

The above linear regression model shows no improvement compared with the baseline model. Let's try to improve the performance by using different feature settings.

Task 1 (3 points)

Task 2 (3 points)

Task 3 (4 points)

Task 4 (Bonus Question) (1 point)

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