Svc.py

A well-structured svc.py usually includes the following stages:

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

: For large datasets, LinearSVC is often preferred over SVC because it is less computationally expensive and converges faster. A well-structured svc

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