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random-forest-fraud-detection
navya608/random-forest-fraud-detection
random-forest-fraud-detection is a machine learning model from navya608. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
This is a Random Forest model trained to detect fraudulent transactions.
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.pkl328 KB · 99%
At a glance
- Library
- transformers
- Access
- Public
- Created
- May 23, 2024
- Updated
- May 23, 2024
- SHA
- 130c8c3d
Model card
From the Hugging Face model README
Random Forest Fraud Detection Model
This is a Random Forest model trained to detect fraudulent transactions.
Usage
from transformers import pipeline
classifier = pipeline("fraud-detection", model="your-username/random-forest-fraud-detection")
data = {
"CustomerAge": 45,
"POSWEBLimit": 2000,
"CreditLimit": 5000,
"Amount": 1500,
"AverageIncomeExpendicture": 3000,
"BalanceChange": -500,
"AmountToCreditLimitRatio": 0.3,
"IsMale": 1,
"Marital Status": "Single",
"Cards": "Visa",
"CardColour": "Gold",
"CardType": "Credit",
"TransactionType": "Debit",
"Domain": "Retail",
"ATM": "No"
}
result = classifier(data)
print(result)
- Library
- transformers
- Created
- May 23, 2024
- Updated
- May 23, 2024