In the Philippines, province of Nueva Ecija produces fifty-four percent its annual onion production. However, level growth production was reduced; since outbreak 2016, armyworms destroyed thousands hectares farms resulting in a loss billions pesos, which lead to decline harvest. this study, we develop machine learning models forecast an help evade or reduce damage caused by armyworm outbreak. C...