CPC G06T 11/206 (2013.01) [G06F 3/0481 (2013.01); G06N 5/00 (2013.01); G06N 20/00 (2019.01)] | 19 Claims |
1. A system, comprising:
a memory that stores computer executable components; and
a processor that executes the computer executable components stored in the memory, wherein the computer executable components comprise:
an interaction backend handler component that obtains one or more assessment metrics of a first model pipeline candidate and second model pipeline candidate, wherein the one or more assessment metrics comprises a percentage of training data allocated to a pipeline candidate by an automated pipeline selection process;
a visualization render component that concurrently renders a progress visualization of the first model pipeline candidate and a second progress visualization of the second model pipeline candidate based on the one or more assessment metrics, and wherein the progress visualization comprises a rendering in dots inside of other dots to indicate evaluation or training is in progress, a first type of line to indicate selected model pipeline candidates and a second type of line to indicate discarded model pipeline candidates; and
wherein the one or more assessment metrics is a build time metric, and wherein the first model pipeline candidate comprises a first combination of a machine learning model, a transformer and an estimator and wherein the second model pipeline candidate comprises a second combination of a machine learning model, a transformer and an estimator.
|