Latent topic ensemble learning for hospital readmission cost optimization

•Used unstructured text as the primary data source for a hospital readmission predictive model.•Created algorithms using data from multiple hospitals to improve model performance.•Adapted a federal hospital readmission cost metric for model evaluation.•Incorporated cost-sensitive classification using ensembles of models.