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iiitl / Regression

This repository hosts a project centered around conducting regression analyses using our specific dataset.
MIT License
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Applying Various Techniques for Data Cleaning #7 #31

Closed Dishant-garg closed 8 months ago

Dishant-garg commented 8 months ago

Solved issue #7 Label Encoding is used to convert Categorical data into Numeric Data. Used SimpleImputer to fill Na values in features with the median of the values of that feature and also used SimpleImputer to fill Na values in categorical column with the most frequent feature Converted the 'year' data type that conveys the age of the wine. Dropped several features that had extremely low correlation with the target feature with the help of Correlation matrix.

Dishant-garg commented 8 months ago

@darshbaxi sir pls review the pr

darshbaxi commented 8 months ago

@Dishant-garg The commit message could be improved.