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Spam Email Detector - Coggle Diagram
Spam Email Detector
🔄 System Workflow
Email Input
↓
Text Preprocessing
↓
NLP / TF-IDF Feature Extraction
↓
Machine Learning Classification
↓
Spam Probability Prediction
↓
Spam / Legitimate Result
🛠️ Technologies
Python
NLP
TF-IDF
Scikit-learn
Streamlit
📧 Email Data
Email messages
Email text
Keywords
Patterns
🔤 NLP & Feature Extraction
Natural Language Processing
TF-IDF
Keyword analysis
Pattern analysis
🤖 Machine Learning
Classification
Spam detection
Legitimate email detection
Scikit-learn
📊 Prediction
Spam probability
Classification result
Spam
Legitimate
🖥️ User Interface
Streamlit
User-friendly interface
Enter email text
Display prediction
🧹 Text Preprocessing
Text cleaning
Text preprocessing
Prepare text for analysis
🎯 Goal
Identify unwanted and potentially malicious emails
Improve inbox security