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https://github.com/aldotestino/word-freq-email-classification

Simple email classifier using word frequency and Logistic Regression
https://github.com/aldotestino/word-freq-email-classification

docker email-classification fastapi logistic-regression python react scikit-learn

Last synced: about 2 months ago
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Simple email classifier using word frequency and Logistic Regression

Awesome Lists containing this project

README 

        
# How to start

```sh

docker compose build

docker compose up

```



# Not Spam emails

```

I hope this email finds you well. We're interested in your lab's 3D technology services and believe they align with our project needs.



Could we schedule a brief conference call to discuss potential collaboration? We're flexible with timing and can accommodate your schedule.



Please share your availability and preferred contact details. Looking forward to the opportunity.

```



```

Subject: Important Update: Changes to Your Enron Online Account



Dear [Your Name],



We hope this email finds you well. We would like to inform you about some changes to the Enron Online platform that will enhance your user experience and security. Please take a moment to review the following updates:



Improved Security Measures: We have implemented advanced security features to protect your account information and ensure a safe online environment.



User Interface Enhancements: Enjoy a more streamlined and user-friendly interface, making it easier for you to navigate and access the features you need.



New Features: Explore additional functionalities designed to provide you with more control and flexibility over your account.



To ensure a smooth transition, please log in to your Enron Online account using the link below and follow the on-screen instructions to update your password and review the changes:



[Legitimate Link to Enron Online]



If you have any questions or concerns, please contact our customer support team at [Customer Support Email].



Thank you for your continued trust in Enron Online.



Best regards,

Enron Online Support Team

```



# Spam emails



```

Subject: 🌟 UNMISSABLE OPPORTUNITY - ACT NOW! 🌟



Dear WINNER,



Seize the chance for a business transformation! REMOVE barriers, ORDER now, and SURF the internet of success with our cutting-edge solutions.



MAIL us to RECEIVE a special offer, and FREE yourself from the ordinary. Don't miss out - YOUR success is our mission!



Act FAST - call 857-415-85 for a direct line to SUCCESS. Let DATA drive your decisions; we're the TECHNOLOGY revolution!



MONEY BACK GUARANTEE - this offer is LIMITED. Don't let it slip away; be the 85th person to join our success story.



Best,

```



```

Subject: ✨Exclusive Offer! Don't Miss Out on Huge Discounts! ✨



Dear [Your Name],



Congratulations! You've been selected for an exclusive offer on the hottest deals in the market. Act now to save big on our incredible products and services. From discounted pharmaceuticals to once-in-a-lifetime investment opportunities, we've got it all.



🌟 Limited Time Offer!

🚀 Unbelievable Savings!

💊 Get Your Medications at Rock Bottom Prices!

💰 Invest Smartly and Watch Your Money Grow!



Click the link below to claim your exclusive offers before they disappear:



[Spam Link]



Don't miss out on this golden opportunity! Act fast and secure your spot among the smartest and luckiest individuals who have already taken advantage of our incredible deals.



Best regards,

The Exclusive Deals Team

```