Playground: Employee Promotion Prediction

Add training data to classify employees as Promoted or Not Promoted based on Years of Experience (0–10) and Performance Score (0–100). Switch modes and algorithms to see real-time decision boundaries!

Controls

Mode: Training Testing

Category (Training): Promoted Not Promoted

Algorithm:

K (neighbors):

Max Depth:

# Trees: Max Depth:

Promoted Not Promoted

How to Use

In Training mode, click on the canvas to add a data point with the selected label (Promoted or Not Promoted).
In Testing mode, click on the canvas to add a test point; the chosen algorithm will predict its category.
The colored background indicates decision zones. Adjust the algorithm and hyperparameters to see changes in real time.
Data Ranges:
- Years of Experience: 0 to 10 (X-axis)
- Performance Score: 0 to 100 (Y-axis)

Controls

How to Use

AI Tutor