Automated Machine Learning-Ruihe Data Technology Holdings Limited-

Automated Machine Learning

Automation

Explainable

Intelligent

Overview

Program Overview

Automated Machine Learning Solution mainly serves financial institutions for enterprise-level data mining

Anchored on artificial intelligence, this solution integrates core technologies (mathematics, statistics, and machine learning) with data mining of commercial banks. Benefiting from the automated and intelligent operation, financial business staff can easily accomplish tasks

such as data cleansing, feature engineering, modeling, parameter adjustment and model interpretation

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Advantages

Solution Advantages

Focus Financial Industry

Focus on the financial industry is our differentiator from generic platforms. This new generation of automated machine learning platform is particularly engineered for the financial industry based on 15 years of dedicated service for financial data mining.

Mining Whole Process

Different from the “black box” model that most machine learning platforms are built on, this solution ensures both built-in and ex-post interpretability to deeply explore modeling results, satisfying the requirement for high interpretability of such results in the banking industry.

Simple Deployment

Different from cloud deployment adopted by most competitors, this solution is ready for fully local deployment. Local storage of all data and operation steps assures financial clients of data confidentiality.

Values

Solution Value

Simplify mining operations & improve efficiency

The Automated Machine Learning Platform integrates functions of data cleansing, feature engineering, modeling, parameter adjustment and model interpretation, streamlining the operation of data mining for business staff and significantly improving efficiency.

Internally explainable + ex-post explainable

It uses both built-in and ex-post interpretability to deeply explore modeling, shedding light into the “black box” of machine learning.