US 12,353,432 B2
Data generation process for multi-variable data
A Peng Zhang, Xian (CN); Si Er Han, Xian (CN); Lei Gao, Xian (CN); and Jin Wang, Xian (CN)
Assigned to International Business Machines Corporation, Armonk, NY (US)
Filed by International Business Machines Corporation, Armonk, NY (US)
Filed on Nov. 19, 2023, as Appl. No. 18/513,579.
Prior Publication US 2025/0165492 A1, May 22, 2025
Int. Cl. G06F 16/25 (2019.01); G06F 16/22 (2019.01)
CPC G06F 16/258 (2019.01) [G06F 16/221 (2019.01); G06F 16/2264 (2019.01)] 20 Claims
OG exemplary drawing
 
1. An apparatus comprising:
a memory configured to store an original data set; and
a processor configured to:
split the original data set into a subset of continuous-type data values and a subset of discrete-type data values based on variable types in the original data set,
convert the subset of continuous-type data values into a second subset of discrete-type data values based on a data binning operation,
generate a new subset of continuous-type data values based on the subset of continuous-type data values in the original data set, and
combine a subset of discrete-type data values from a conditional contingency table within the new subset of continuous-type data values to generate a new data set.