Reports screen
In this screen you can consult the reports of the experiments you carried out and perform a cross-sectional analysis between the parameters and the results of your pipeline.
Open a report
The left panel shows all available reports, sorted by date. Expand the section of the report you want to open and press Experiments.
A table will appear in the center of the screen, containing a column for each parameter and return value of your pipeline and a row for each experiment the system performed during the project processing.
Cross-sectional analysis
The left panel shows all available reports, sorted by date. Expand the section of the report you want to open and press Cross-sectional analysis.
A chart will appear in the center of the screen, with two panels at the bottom. Choose the parameter you want to study in the left panel and a return value in the right one.
The system will display a line connecting the average return values obtained for each parameter value.
If there are multiple parameters, the system will probably perform more than one experiment for a given combination of parameters and return values—depends on the optimization method you choose—.
For example, let’s suppose that your pipeline has two parameters:
- Learning rate, that can be 0.001, 0.01 or 0.1.
- Dropout factor, that can take any value between 0.1 and 0.9.
Let’s also suppose that you use the Brute-force optimizer configured for sampling Learning rate 3 times (0.001, 0.01, 0.1) and Dropout factor 9 times (0.1, 0.2, 0.3, …, 0.9).
In this case the system will try every possible combination of parameters, performing 27 experiments in total; or in other words, it performs 3 experiments for each possible Dropout factor, obtaining 3 different Model loss.
If you use the cross-sectional analysis tool for comparing Dropout factor and Model loss the system will display a line connecting the average Model loss obtained for each Dropout factor. Also, in each point, the system will display a column representing the standard deviation of Model loss for that specific Dropout factor.
Delete a report
The left panel shows all available reports, sorted by date. Expand the section of the report you want to open and press Delete.
Delete all reports
Press Delete all in the left panel.
