Thomas Bayes
(7 articles)
Conditional Probability
Measures the likelihood of an event occurring, given that another event has already occurred.
Generality: 880
Bayesian Inference
Method of statistical inference in which Bayes' theorem is used to update the probability estimate for a hypothesis as more evidence or information becomes available.
Generality: 896
Log Likelihood
Logarithm of the likelihood function, used in statistical models to measure how well a model explains a given set of data.
Generality: 798
Naive Bayesian Model
Probabilistic classifier that assumes strong (naive) independence between the features of a dataset.
Generality: 790
Classification
Supervised learning task in ML where the goal is to assign input data to one of several predefined categories.
Generality: 854
Mixture Model
Probabilistic model that assumes that the data is generated from a mixture of several distributions, each representing a different subpopulation within the overall population.
Generality: 870
Probabilistic Inferencing
A technique in AI focused on drawing conclusions based on the probability of different outcomes, given partial or uncertain information.
Generality: 870