Interface for visualizing and improving model performance

A system comprising:

• at least one processor;
• memory storing instructions which, when executed by the at least one processor, causes the at least one processor to perform operations comprising:
• receiving data characterizing performance of a generated model, wherein the received data is based on monitoring performance of the generated model while the generated model is being used for classification on live data;
• determining a first performance value of the generated model based on the received data characterizing performance of the generated model;
• rendering, within a graphical user interface, a plot including a first axis and a second axis, the first axis including a characterization of a first performance metric and the second axis including a characterization of a second performance metric;
• and
• rendering, within the graphical user interface and the plot, a first graphical object at a first location characterizing the first performance value, the first graphical object providing a visual representation of the characteristics of the generated model and/or requirements of the generated model.

A non-transitory computer program product storing instructions, which when executed by at least one processor of at least one computing system, cause the at least one processor to perform operations comprising:

• receiving data characterizing performance of a generated model, wherein the received data is based on monitoring performance of the generated model while the generated model is being used for classification on live data;
• determining a first performance value of the generated model based on the received data characterizing performance of the generated model;
• rendering, within a graphical user interface, a plot including a first axis and a second axis, the first axis including a characterization of a first performance metric and the second axis including a characterization of a second performance metric;
• and
• rendering, within the graphical user interface and the plot, a first graphical object at a first location characterizing the first performance value, the first graphical object providing a visual representation of the characteristics of the generated model and/or requirements of the generated model.