🤖 Model Status

✅ Model is Ready
The spam detection model has been trained and is ready for use.
19.9
Model Size (KB)
Dec 28, 2025
Last Trained

📊 Training Data

📈 Data Available
Training dataset contains 130 samples.
130
Total Samples
72
Spam Samples
58
Ham Samples
7.6
File Size (KB)

📤 Upload Training Data

Click to select or drag and drop your CSV file here

Format: labelmessage (spam/ham as labels)

📋 Sample Data Preview

SPAM: mpesa reversal ksh 2500 click http://bit.ly/xyz confirm pin now
SPAM: flex loan approved get 50000 tsh instantly apply now www.fake-loan.com
SPAM: godi reversal pending your account 1234 enter pin to confirm transaction
SPAM: thibitisha mpesa pin for reversal of 1500 tsh call 0712345678
SPAM: urgent confirm your mpesa pin reversal 2000 tsh expiring today

Showing 5 of 130 total samples

🗂️ Data Management

Last Modified: 2025-12-28 19:39:19

📖 Training Instructions

  • Training Data Format: CSV file with tab-separated values (labelmessage)
  • Labels: Use "spam" for scam/fraudulent messages, "ham" for legitimate messages
  • Sample Format: spammpesa reversal tsh 2500 click link confirm pin
  • Minimum Data: At least 10 samples recommended for basic training
  • Best Results: 100+ samples with balanced spam/ham ratio
  • Model Updates: Retrain periodically with new data to maintain accuracy