iCAGES neural network visualization with cost, accuracy and predicted probabilities

Full visualization showing:

• A basic network architecture created using d3.js. The final predicted output values are being shown dynamically at each iteration.
• Visualization to show dynamic time plots for accuracy and cost which update at each iteration.
• Visualization to show a circle for each patient which dynamically changes the color intensity based on the predicted probability at that iteration.

Press 'Start Visualization' for starting the visualization. For changing the configuration (right now implemented only for non-linear activation), press 'Stop Visualization' and then choose from the dropdown menus.

Number of hidden units

• 25
• 50
• 75
• 100

Number of iterations

• 25
• 50
• 75
• 100

lambda

• 0.0
• 0.1
• 0.5
• 0.8

alpha

• 0.0
• 0.01
• 0.1
• 0.2

Non-linear activation

• relu
• tanh

Start Visualization 0
Stop Visualization