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The decision forest regression algorithm is based on an ensemble of tree-structured classifiers (decision trees) built using the general technique of bootstrap aggregation (bagging) and random choice of features. Decision tree is a binary tree graph. Its internal (split) nodes represent a decision...

Algorithm - Fulfilled on Amazon SageMaker

  • Version 1.0
  • Sold by KNIME

Predicts the credit risk (good or bad) using the input data that captures information about a specific person. Provide the input data in JSON format. The model was trained using a generated dataset of credit information. The model is deployed using a KNIME workflow (www.knime.com).

Model Package - Fulfilled on Amazon SageMaker


PCB Anomaly Detection is a computer vision-based machine learning solution to identify defects in Through-Hole PCBs. The algorithm identifies 6 different kinds of defects: Missing Hole, Mouse Bite, Spur, Open Circuit, Short Circuit, Spurious copper. The algorithm takes reference PCB templates for...

Algorithm - Fulfilled on Amazon SageMaker

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AutoML-Matrix is a proprietary self-learning Neural Network algorithm which can automatically build state-of-the-art classification models for data presented in a matrix (or tabular) form. Given a dataset, this algorithm determines the architecture of the Neural Net and then computes its parameters...

Algorithm - Fulfilled on Amazon SageMaker

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Using predictive modeling and machine learning techniques, CARE™ Disease Prediction analyzes more than 14 billion medical claims to identify early indicators of disease for local markets and disease onset across the United States. These predictions give you the information you need to plan outreach...

Model Package - Fulfilled on Amazon SageMaker

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The long-memory dynamic factor model (LMDFM) algorithm is developed to analyze and forecast large sets of time-series when the time-series are influenced by evolution histories of a number of unobserved factors commonly affecting all or many of the time-series. By applying objective data-driven...

Algorithm - Fulfilled on Amazon SageMaker


This Pandemic Propensity Model determines the probability that a US adult is Planning Vacation Travel. Lift over Random 1.43 This Pandemic Propensity model is one of a series of consumer classification models based on data from over 24,000 US adults surveyed between April to June 2020 from...

Model Package - Fulfilled on Amazon SageMaker


Evaluate the similarity of two words, sentences, paragraphs, or documents. Get a score of how similar or different two text are. For an example of a real use case, this inference model was used in creating the first semantic keyword research tool that can sort by relevance. This inference model...

Model Package - Fulfilled on Amazon SageMaker

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  • Version 1
  • Sold by Peak

You can’t grow your business effectively if customers are leaving too often, and it’s important to know what can turn a good customer into a great one. However, for non-contractual business models - including most retailers - customer churn can be difficult to define, as customers aren't locked...

Algorithm - Fulfilled on Amazon SageMaker


This model classifies images of objects into trash or recyclable (cardboard, glass, paper, aluminum, or plastic) and returns a class probability for images of single objects. It was trained images taken on cell phone images of trash items submitted by Figure Eight contributors all over the world...

Model Package - Fulfilled on Amazon SageMaker