Abstract: Redundant features hurt the performance of learning methods. Feature selection methods were developed to remove some redundant features; however, the redundant features contain useful information, therefore, multi-task learning was developed to employ the

Key words: Genetic algorithm, Multi-task learning, Microarray data analysis