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___ is a category, also called supervised machine learning methods in which the data is split on two parts

49. ___ is a category, also called supervised machine learning methods in which the data is split on two parts.

1. Classification
2. Clustering
3. Data mining
4. None of the mentioned above

Answer: A) Classification

Explanation:

Classification is a type of supervised machine learning approach in which the data is divided into two parts: a training set and a validation set. A model is trained from the training set by extracting the most discriminative characteristics that are previously connected with known outputs. This model is then tested on a test set, in which we evaluate the learnt model's efficiency by creating appropriate outputs for a particular set of input values.