Japan Visa Classification

Disclaimer: This is a proof-of-concept environment. The model is designed as a risk-filtering support tool, not as an automated decision-maker. It identifies high-risk applicants for prioritized manual review, helping staff focus their attention and resources on cases that may require closer assessment. Low-risk cases continue through standard processing.

Please note that a synthetic dataset was used for this POC. As a result, the model heavily prioritizes the Average Daily Balance, while treating the remaining features primarily as filters. This behavior is an artifact of the synthetic training data and is intended strictly for demonstration.