About dataset. about vulnerabilitydetection

[LauraWartschinski]

The X indicates that it is the values, the Y indicates the labels. So for example, the first entry in "something_X" represents a piece of code, which consists of several code tokens, which are represented each with their vector representation. So the first entry in "something_X" is a list of vectors.

The first entry in "something_Y" is the label, a binary number, indicating whether the aforementioned code snippet contains a vulnerability or not.

The datasets in this form are used to evaluate the LSTM model, which is why they are called "finaltest", as opposed to "train" and "validate" (which are used for initial training, and for the testing that was done to fine-tune the hyperparameters).

They are for example used in trymodel.py, where the datasets are loaded and the LSTM model is used to make predictions, and then those predictions are compared to the actual labels to see how well the model is doing its job.

I hope this helps :)

[lsqLoveCoding]

I fully understand! Thank you for your detailed guidance:)