Visualize data and significant records based on relationship with the model

A computer program product comprising:

• one or more computer readable storage media and program instructions stored on the one or more computer readable storage media, the program instructions comprising:
• program instructions to present a first visualization of a training dataset in a first plot;
• responsive to receiving a selection of a data group of the training dataset to analyze, program instructions to identify three or fewer key model features of the data group of the training dataset;
• program instructions to ascertain a representative record of each key model feature of the three or fewer key model features using a Local Interpretable Model-Agnostic Explanation technique;
• and
• program instructions to present a second visualization of the three or fewer key model features and the representative record of each key model feature in a second plot.

A computer system comprising:

• one or more computer processors;
• one or more computer readable storage media;
• program instructions collectively stored on the one or more computer readable storage media for execution by at least one of the one or more computer processors, the stored program instructions comprising:
• program instructions to present a first visualization of a training dataset in a first plot;
• responsive to receiving a selection of a data group of the training dataset to analyze, program instructions to identify three or fewer key model features of the data group of the training dataset;
• program instructions to ascertain a representative record of each key model feature of the three or fewer key model features using a Local Interpretable Model-Agnostic Explanation technique;
• and
• program instructions to present a second visualization of the three or fewer key model features and the representative record of each key model feature in a second plot.