# ML Jobs ## Introduction Machine Learning Jobs is used to manage the machine learning jobs associated with all Machine Learning Workflows in a project. ## Usage In the Project _Settings_ tab select _ML Jobs._ This will list all the Machine Learning jobs for all the Machine Learning Workflows in a project as shown below. A new job can be created by clicking on the _plus_ button on the top right corner of the screen. [](https://s3.amazonaws.com/download.squirro.net/docs/migrated-attachments/621609101/633503754.png) The list view provides a summarised at-a-glance view for each job with relevant details like the current status of the job, total number of runs, and next run time. Tip: More details for a particular job can be accessed by clicking on the row for that particular job in the list view. It will open a more detailed view for each job as shown below. [](https://s3.amazonaws.com/download.squirro.net/docs/migrated-attachments/621609101/621609111.png) The most notable piece of information in the detailed view is the _Last result_ section, which gives you a summarised view of the training accuracy of the model as in how many labels are correctly/wrongly classified by the model for each class. Note: Since it is a view on the training accuracy, this section is only populated for jobs of type _training_ and NOT for jobs of type _inference._ By clicking Show Logs, you can also access the run time logs of that particular job, which is often useful in debugging a failed/erred job or to understand (and improve) the quality for a particular model during the experimentation phase by being able to inspect what the model is doing. ### Killing and Deleting Jobs In addition to being able to inspect all kinds of metadata around a particular job, the plugin also provides two useful actions for each job: - **Kill Job:** Kills a running Machine Learning job. This is often useful if a particular job is taking too much of your CPU resources and affecting the performance of your Squirro server. - **Delete Job:** Delete a Machine Learning job