Question

A probabilistic model of data within each class is an example for ?
A. Discriminative classification
B. Generative classification
c. Probabilistic classification
D. Both a and c​

Answer 1

Answer:

option c ....................

Answer 2

A probabilistic model of data within each class is an example for Probabilistic classification. So option c is the correct answer.

• Probabilistic data is the information which is based on relational patterns. This data is related to a certain outcome.
• A common example of probabilistic data is its use in weather forecasting. In weather forecasting a value is based on past conditions and probability.
• Probabilistic models contain statistical data and thus these are statistical models. These incorporate information of probability distribution to account for any components.
• Probabilistic models are important in machine learning, data analysis and also artificial intelligence.