Trained Dense Neural Network on Readmission Dataset with Readmission as the Output

Features of Hospital Readmission Dataset:

• Age

• Gender

• Weight

• Race

• Drugs Administered (e.g Metformin, Xamine, Glimepiride)

Output:

• Readmission (None, <30 Days, >30 Days)

Preprocessing:

• Removing 40 Features using the “selective_columns” column transformer

• Feature Scaling

• Categorical Variable Encoding (Race, diabetesMed, Gender)

• Data Splitting

• Normalization and Standardization