Tiny Machine Learning Quickstart: Machine Learning for Arduino Microcontrollers

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2025

S. SalernoTiny Machine Learning QuickstartMaker Innovations Serieshttps://doi.org/10.1007/979-8-8688-1294-1_2

2. Tabular Data Classification

Simone Salerno¹  

(1)

Trani, Italy

 

Tabular data refers to data that is structured and organized into rows and columns, similar to a spreadsheet. Tabular data classification is the task of receiving input from the columns of a single row and deciding which class that row belongs to.

The order of the rows is not important since each one is self-contained and isolated from the others. Feature engineering on tabular data operates considering either a single row at a time (row-level feature engineering) or all the rows at once ...