Driving Innovation


Rubiscape's Impact in the

Association Mining



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Prediction: Credit Risk Assessment

AI-powered analysis unlocks credit risk insights for smarter lending decisions.

Goal

  • To delve deeper into customer behaviour.
  • To extract valuable insights
  • To predict creditworthiness more effectively than ever before.

Technique

  • Support Vector Machine, Random Forest, KNN, MLP Neural Network, Extreme Gradient Boosting.

Impact

  • Improved profitability and business growth, based on influencing qualitative factors.
  • Management can craft policies that drive their business to achieve its goals.
  • Identify possible threats and estimate their likely impacts.

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