navya608/random-forest-fraud-detection

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)