Amazon Sagemaker
Amazon SageMaker is a fully-managed platform that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale. With Amazon SageMaker, all the barriers and complexity that typically slow down developers who want to use machine learning are removed. The service includes models that can be used together or independently to build, train, and deploy your machine learning models.
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Propensity US: Have Heart Disease
Latest Version:
1.1.0
Propensity model that determines the probability that a consumer has Heart Disease.
Product Overview
Prosper Insights & Analytics' propensity model predicts the probability that a U.S. adult consumer has a specific health condition. Based on a set of basic demographics, the model identifies individuals who are likely to have the health condition. The model was trained with data from Prosper's large Media Behaviors & Influence (MBI) study (N=16,619). For additional guidance and reference information on SageMaker pricing and model deployment, please see: https://aws.amazon.com/sagemaker/pricing/ https://aws.amazon.com/s3/pricing/ https://docs.aws.amazon.com/sagemaker/latest/dg/how-it-works-deployment.html https://docs.aws.amazon.com/sagemaker/latest/dg/how-it-works-batch.html
Key Data
Version
Type
Model Package
Highlights
Enhances digital and offline targeting by identifying individuals our likely to have a specific health condition.
100% Privacy Compliant Models. No PII Used. HIPAA compliant.
Based on unique large sample consumer survey data (N=16,619).
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Pricing Information
Use this tool to estimate the software and infrastructure costs based your configuration choices. Your usage and costs might be different from this estimate. They will be reflected on your monthly AWS billing reports.
Contact us to request contract pricing for this product.
Estimating your costs
Choose your region and launch option to see the pricing details. Then, modify the estimated price by choosing different instance types.
Version
Region
Software Pricing
Model Realtime Inference$1.00/hr
running on ml.m4.xlarge
Model Batch Transform$500.00/hr
running on ml.m4.xlarge
Infrastructure PricingWith Amazon SageMaker, you pay only for what you use. Training and inference is billed by the second, with no minimum fees and no upfront commitments. Pricing within Amazon SageMaker is broken down by on-demand ML instances, ML storage, and fees for data processing in notebooks and inference instances.
Learn more about SageMaker pricing
With Amazon SageMaker, you pay only for what you use. Training and inference is billed by the second, with no minimum fees and no upfront commitments. Pricing within Amazon SageMaker is broken down by on-demand ML instances, ML storage, and fees for data processing in notebooks and inference instances.
Learn more about SageMaker pricing
SageMaker Realtime Inference$0.24/host/hr
running on ml.m4.xlarge
SageMaker Batch Transform$0.24/host/hr
running on ml.m4.xlarge
Model Realtime Inference
For model deployment as Real-time endpoint in Amazon SageMaker, the software is priced based on hourly pricing that can vary by instance type. Additional infrastructure cost, taxes or fees may apply.InstanceType | Realtime Inference/hr | |
---|---|---|
ml.m4.4xlarge | $1.00 | |
ml.m4.2xlarge | $1.00 | |
ml.m5.24xlarge | $1.00 | |
ml.m5.12xlarge | $1.00 | |
ml.m4.xlarge Vendor Recommended | $1.00 |
Usage Information
Model input and output details
Input
Summary
The model provides propensity estimates based on gender, age range, income range, and zip code. See the sample notebook for details concerning input variables and mappings.
Input MIME type
text/csvSample input data
1,5,24,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0
Output
Summary
The probability that the person has the target attribute.
Output MIME type
text/csvSample output data
0.525400102138519
Sample notebook
End User License Agreement
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Support Information
Propensity US: Have Heart Disease
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
AWS Infrastructure
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
Learn MoreRefund Policy
No refunds.
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