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Deploy Models via ABACUS REST API

2020.03.30

Deploy Models via ABACUS REST API

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ABACUS is an Automated Machine Learning Platform(AutoML) specialized in the core decision-making process in Finance. ABACUS APIs allow you to access all of the capabilities of ABACUS via API. This means you can easily apply any features of AutoML you want with our REST APIs. ABACUS’s modern architecture is built to enable seamless integration with the complex and rigid IT legacy system in the financial services industry.

ABACUS Core APIs:

1. Dataset API: Dataset uploads for model training, calculation of statistics and distribution for each feature, data pre-processing, etc.

2. Training Method API: Selection of optimization of modeling type, data split method, feature and algorithms for model training, etc.

3. Model Performance API: Model performance report, threshold analysis, decile analysis, and feature importance analysis, etc.

4. Real-time Prediction API: Real-time prediction and deployment of each model

5. Batch Prediction API: Prediction with new dataset and model performance report

With ABACUS, you can easily perform an in-depth analysis of a large dataset, whether it’s from banking, payment, insurance or e-commerce. Build your own machine learning models with real-time predictions, and stay ahead in this fast-changing data economy with our ABACUS APIs.