Identification of enhancers and their strength is important because they play a critical role in controlling gene expression. Although some bioinformatics tools were developed, they are limited in discriminating enhancers from non-enhancers only. Recently, a two-layer predictor called iEnhancer-2L was developed that can be used to predict the enhancers strength as well. However, its prediction quality needs further improvement to enhance the practical application value.