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๐Ÿง  Supervised Learning Simulator

Learn how AI solves Classification and Regression problems

๐Ÿ‘จโ€๐Ÿซ

What is Supervised Learning?

Supervised Learning is like teaching with a teacher! The AI learns from labeled examples โ€” data that already has the correct answers.

๐Ÿ“Š

Input Data

Features to learn from

๐Ÿท๏ธ

Labels

Correct answers provided

๐ŸŽฏ

Goal

Predict new data correctly

โœ‰๏ธ Email โ†’ Spam Detection ๐Ÿ  House Size โ†’ Price Prediction ๐Ÿ–ผ๏ธ Image โ†’ Object Recognition ๐Ÿฉบ Symptoms โ†’ Disease Diagnosis

Classification: Predict categories (Animal, Bird, Reptile)

๐Ÿ“š

Training Mode

Teaching the AI to recognize animals

โšก Training Controls

๐Ÿ”„ How Classification Works

1

SEE โ†’ Look at animal

๐Ÿพ Waiting...

2

GUESS โ†’ Predict category

๏ฟฝ๏ฟฝ Thinking...

3

CHECK โ†’ Compare to label

๐Ÿ“‹ Verifying...

4

LEARN โ†’ Update weights

๐Ÿง  Adjusting...

๐Ÿ’ก

Click Step to teach the AI one animal at a time, or Auto to watch it learn!

๐Ÿ” Currently Looking At:

๐Ÿพ

Ready to start!

Click Step or Auto

โ“

AI Guessed:

Waiting...

โ“

๐ŸŽฎ Training Zoo

Round 0 โ€ข Animal 0/12

๏ฟฝ๏ฟฝ Correct

0

โŒ Wrong

0

๐Ÿ“ˆ Classification Accuracy

0% Goal: 90%+
๐Ÿ”„ Round
0
๐Ÿ“‰ Error
100%

๐Ÿ“š Categories

๐Ÿฆ

Animals

Fur, warm-blooded

๐Ÿฆ…

Birds

Feathers, wings

๐ŸฆŽ

Reptiles

Scales, cold-blooded

๐Ÿ“– What is Classification?

Classification predicts discrete categories or labels.

โ€ข Email โ†’ Spam or Not Spam

โ€ข Image โ†’ Cat, Dog, Bird

โ€ข Tumor โ†’ Benign or Malignant