What does False Positive mean? Definition | AI Understanding

Definition

An incorrect prediction where a model incorrectly flags a negative case as positive.

Related terms

An incorrect prediction where a model misses a true positive case.

Backpropagation

The core training algorithm that updates model weights by propagating prediction errors backward through the network.

Chain-of-Thought

A reasoning style where an AI model decomposes a problem into intermediate steps.

A task where a model assigns an input to one or more predefined categories.

Cross-Entropy Loss

A common objective function used to train classification models by penalizing incorrect probabilities.

GAN (Generative Adversarial Network)

A generative setup where a generator and discriminator train against each other.

See also

Feature Explainability Feature Engineering Evaluation Set Feature Extraction Ensemble Few-Shot Learning Encoder

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