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VisualizationsStatistics and Probability

Probability in Neural Networks

Slide a model's raw score and the sigmoid turns it into a probability between 0 and 1. A second slider sets the cutoff that picks class 0 or 1.

Binary Probabilities: Sigmoid Activation

Logit (z):0.0
Decision Threshold:0.50

Model Activation Output

Logit z: 0.0
Probability σ(z): 0.5000

Threshold Decision

Threshold: 0.50
Predicted Class: Class 1
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