Breaking the Curse of Small Datasets in Machine Learning: Part 1

Focus: Data Set

Source: Towards Data Science

Readability: Expert

Type: Blog

Open Source: Yes

External URL: https://towardsdatascience.com/breaking-the-curse-of-small-datasets-in-machine-learning-part-1-36f28b0c044d

Keywords: N/A

Learn Tags: Bias Data Collection/Data Set Data Tools Small Data

Summary: The size of the data may manifest issues relating to generalization, data imbalance, and difficulty in reaching the global optimum. This article covers a few of the most commonly used techniques for tackling issues, such as data set size, for traditional machine learning algorithms.