ADS Capstone Chronicles Revised

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Figure 5 Boxplot Distribution of Numerical Data

categorical variables, standardizing numerical variables, and handling feature interactions. Prior to feature engineering, the original data had 1,044,711 rows and 48 features.

4.3 Feature Engineering To create predictive models, feature

engineering was performed to transform raw data into meaningful features. This process included creating new features, encoding

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