Section 4

Real Demonstration

Two demonstration examples followed by a live classifier that runs all four models simultaneously and returns predictions with confidence scores.

4a & 4b

Demonstration Examples

The following two examples show how the classifier handles a legitimate message and a spam message. Click Run Example to send each through all four models and see the live result.

Example 1 — Valid Expected: VALID

Hey, are we still meeting tomorrow at 3pm? Let me know if you need to reschedule.

Example 2 — Spam Expected: SPAM

WINNER!! You have been selected to receive a $1,000 gift card. Click here: www.claimprize.com to claim now. Limited time offer!

4c — Live Classifier

Try Any Message

Type or paste any email or SMS message. All four trained models will classify it simultaneously. Press Ctrl+Enter to submit.

Live Results

All 4 models · real-time

Enter an email above to see predictions

K-Nearest Neighbors
Naive Bayes
Logistic Regression
Random Forest