The flowchart of DAESTB. Step 1, a high-dimensional feature matrix of small molecule–miRNA association pairs is constructed; Step 2, feature dimension of small molecule–miRNA association pairs is educed by deep autoencoder to obtain potential features of association pairs; Step 3, XGBoost is used to predict potential associations between small molecule and miRNA.