Data preprocessing is a critical part of the big data analysis process, and its quality directly affects the accuracy and effectiveness of subsequent analysis results. The release of this patent ...

It starts with collecting raw data from various sources. Then comes pre-processing, which is cleaning and transforming the data. After that, data mining algorithms analyse the data to find patterns.

Data validation in machine learning plays a critical role in ensuring that data sets adhere to specific project criteria and affirming the effectiveness of prior cleaning and transformation efforts.