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andre
18 days ago
11

In supervised learning, class labels of the training samples are

Social Studies
2 answers:
Anni [1.2K]18 days ago
7 0

In supervised learning, the class labels for training samples are "known".

In supervised learning, we start with a dataset that includes both input characteristics and target attributes. The supervised learning algorithm learns the relationships between the training examples and their associated target variables and applies this learned correlation to classify completely new inputs (which lack targets).

In supervised learning, each instance is a pair that consists of an input query (usually a vector) and a desired output value (also known as the supervisory signal). A supervised learning algorithm examines the training data and produces an inferred function that can be utilized for mapping new instances.

OLga [1.5K]18 days ago
3 0

Response:

known

Explanation:

Supervised learning refers to the data mining task of deriving a function from labeled training samples. This process involves learning a function that associates inputs with outputs based on input-output pairs. In supervised learning, the class labels of training samples are known. Consequently, a supervised learning algorithm analyzes the training samples and formulates an inferred function that can subsequently help map new examples.

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