Results for "probability correctness"
Overconfidence
Intermediate
Probabilities do not reflect true correctness.
Top-k
Intermediate
Samples from the k highest-probability tokens to limit unlikely outputs.
PAC Learning
Intermediate
A model is PAC-learnable if it can, with high probability, learn an approximately correct hypothesis from finite samples.
Entropy
Intermediate
A measure of randomness or uncertainty in a probability distribution.
Cross-Entropy
Intermediate
Measures divergence between true and predicted probability distributions.
KL Divergence
Intermediate
Measures how one probability distribution diverges from another.
Factor Graph
Intermediate
Graphical model expressing factorization of a probability distribution.
Propensity Score
Advanced
Probability of treatment assignment given covariates.
Likelihood Function
Advanced
Probability of data given parameters.
Probability Distribution
Advanced
Describes likelihoods of random variable outcomes.