International business machines corporation (20240256637). Data Classification Using Ensemble Models

Data Classification Using Ensemble Models

Organization Name

international business machines corporation

Inventor(s)

Si Er Han of Xi'an CN

Xue Ying Zhang of Xi'an CN

Jing Xu of Xi'an CN

Jing James Xu of Xi'an CN

Xiao Ming Ma of Xi'an CN

Wen Pei Yu of Xi'an CN

Jun Wang of Xi'an CN

Ji Hui Yang of Beijing CN

Data Classification Using Ensemble Models

This abstract first appeared for US patent application 20240256637 titled 'Data Classification Using Ensemble Models

Original Abstract Submitted

a computer implemented method manages an ensemble model system to classify records. a number of processor units cluster records into groups of records based on classification predictions generated by base models in the ensemble model system for the records. the number of processor units determines sets of weights for the base models that increase a probability that the base models in the ensemble model system correctly predict the groups of records. each set of weights in the sets of weights is associated with a group of records in the groups of records.