Svc.py

: Adhere to the PEP8 style guide —for instance, avoid using lower-case 'l' as a variable name to prevent confusion with the number '1'. Other Possible Contexts Depending on your project, svc.py might instead refer to:

: Ensure the model uses class_weight='balanced' if your dataset has an uneven number of positive and negative samples. svc.py

When reviewing this script, consider these specific technical aspects: : Adhere to the PEP8 style guide —for

: Importing data (e.g., from CSV or JSON) and cleaning text by removing stop words and handling n-grams to improve accuracy. svc.py

: Check if the data is properly divided into training, validation, and test sets to ensure the model's reliability on new data.

: Converting text into numerical data using techniques like TfidfVectorizer or CountVectorizer .