19.3.4 Feature Selection and Imaging

Once obtaining static and dynamic features, we transform and concatenate them to build a combined vector. We design the image classifier to receive fixed-size vectors. Thus, we have to transform the chains of vectors to a configured length since the sequences of system API calls are totally different between PE files.

![the sigmoid function](https://treehouse-project-downloads.s3.us-east-1.a...