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LoanDefaultPrediciton
ZKhimani/LoanDefaultPrediciton
LoanDefaultPrediciton is a tabular classification model from ZKhimani. Use it for the tabular classification task on the model card, and read the license before you ship it in a product. It is set up for sklearn. The card lists the license as mit.
This is a machine learning model to predict loan defaulters for Nexus Bank.
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Public
Updated Apr 3, 2026
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At a glance
- Task
- Tabular Classification
- Library
- sklearn
- License
- mit
- Access
- Public
- Created
- Apr 3, 2026
- Updated
- Apr 3, 2026
- SHA
- ad54ea9e
Model card
From the Hugging Face model README
Nexus Bank Loan Default Prediction Model
This is a machine learning model to predict loan defaulters for Nexus Bank.
Usage
To use the model, you can input the salary and number of dependents of a customer, and it will predict whether they are likely to default on their loan.
Dependencies
- pandas
- numpy
- seaborn
- matplotlib
- scikit-learn
- gradio
Data Source
The data used for training this model was obtained from Nexus Bank.
- Task
- Tabular Classification
- Library
- sklearn
- License
- mit
- Languages
- en
- Created
- Apr 3, 2026
- Updated
- Apr 3, 2026