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How to determine the direction of research using machine learning

When planning a scientific research, it is important to correctly determine its direction and methods. Let's look at which machine learning algorithms can be used to classify scientific papers.:

This algorithm is well suited for text classification. He analyzes the words in scientific articles and determines the subject of the study.

The Bayesian model can also classify texts. It calculates the probability of a document belonging to a certain category.

This method builds a hierarchical decision-making model based on a set of rules. Decision trees are suitable for classifying structured data.

Artificial neural networks can analyze both texts and structured data. Deep learning allows you to achieve high classification accuracy.

The correct selection of machine learning algorithms will help you quickly determine the area of research and choose the optimal methodology to achieve scientific goals.

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