Why calibrate machine learning?

Calibration is important, albeit often overlooked, aspect of training machine learning classifiers. It gives insight into model uncertainty, which can be later communicated to end-users or used in further processing of the model outputs.

110.8K

143.7K views
2023-03-22 10:04:02

Show all Q/A Info

Does alphazero use machine learning?
AlphaZero is a game-playing algorithm that uses artificial intelligence and machine learning techniques to learn how to play board games at a superhuman level.
2024-01-04 00:32:56

Does football manager use machine learning?
Football Manager is widely known as having one of the most reliable and extensive worldwide football players datasets. We will train a machine learning model that learns to classify the players' positions based on their attributes.
2023-11-14 10:13:25

Is machine learning used in netflix?
The reason why Netflix's services are so popular worldwide is that the company uses cutting-edge technology like artificial intelligence and machine learning to provide consumers with more appropriate and intuitive suggestions.
2023-03-01 01:01:59

Is machine learning used in video game ai?
Machine learning is a branch of AI and is one commonly applied in video games. This application of narrow AI can essentially be described as pattern recognition—categorising data or providing future steps in a process, based on a large set of previous examples.
2023-01-02 02:20:23

Recommended Next Q/A:
Do casinos move slot machines?