Figure 2
From: Multi-class BCGA-ELM based classifier that identifies biomarkers associated with hallmarks of cancer
Framework of the proposed Binary Coded Genetic Algorithm, which is initialized with a randomly selected set of 200 solutions. These sets of genes undergo genetic operations such as crossover, mutation and selection, and are continually evaluated by ELM, until the termination criteria is met (maximum number of iterations or maximum classification accuracy). Computing fitness value f(F,GCM), where F is a binary string, GCM is a Global Cancer Map data base, f is fitness value computed using Equation 1.