Flowchart depicting the stacking ensemble framework termed the StackIL6 for predicting IL-6 inducing peptides. The main procedure in the design of StackIL6 is essentially comprised of the following steps: (i) data collection, (ii) balanced dataset preparation, (ii) baseline models construction, (iii) new feature representation generation and (iv) final meta model development.