Skip to content

🎯 PCA Classification Visualizer

A Streamlit-based app to explore and visualize datasets using Principal Component Analysis (PCA) in 3D.

Upload a CSV, tune feature values in real-time, and visually inspect how classification is affected by feature movements.


💡 Key Capabilities

  • 3D PCA visualization
  • Class-wise color-coded scatter plots
  • Interactive sliders for custom data points
  • Real-time feedback on PCA positioning
  • Feature loading heatmaps

🚀 Built With