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Hospital readmission is an episode when a patient who had been discharged from a hospital is admitted again within a specified time interval. Readmission rates have increasingly been used as a quality benchmark for health systems. Hospital readmission rates were formally included in reimbursement...

Model Package - Fulfilled on Amazon SageMaker

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Prosper Insights & Analytics' propensity model predicts the probability that a U.S. adult consumer is a Target Clothing Shopper. Based on a set of basic demographics, the model identifies individuals likely to shop at Target for Clothing. The model was trained with data from Prosper's large...

Model Package - Fulfilled on Amazon SageMaker


DeepInsights is a cloud-based cognitive computing platform that offers data extraction & predictive analytics capabilities. Damaged Shipment Prediction is a component of DeepInsights, which helps logistics firms assess damages that shipments encounter. The deep learning model helps analyze the...

Model Package - Fulfilled on Amazon SageMaker

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A Gradient Boosted Decision Tree for classification on sparse data set like CSV without translating the data set into other formats like recordIO. The algorithm scales efficiently across multi-cores on a single AWS EC2 Instance out of the box.

Algorithm - Fulfilled on Amazon SageMaker


Dementia is a general term for a decline in mental ability severe enough to interfere with daily life. Memory loss is an example. It’s a term that describes a group of symptoms associated with a decline in memory or other thinking skills severe enough to reduce a person’s ability to perform...

Model Package - Fulfilled on Amazon SageMaker


An implicit feedback matrix factorization model. Uses a classic matrix factorization approach, with latent vectors used to represent both users and items. Their dot product gives the predicted score for a user-item pair. The model is trained through negative sampling: for any known user-item pair,...

Algorithm - Fulfilled on Amazon SageMaker


Prosper Insights & Analytics' propensity model predicts the probability that a U.S. adult consumer shops at a specific retailer. Based on a set of basic demographics, the model identifies individuals who are likely to shop at that retailer. The model was trained with data from Prosper's large...

Model Package - Fulfilled on Amazon SageMaker