Global Importance
Additional headers can be found here: https://suntheticsml.quarto.pub/platform_redesign_wireframe/modeling/explain-variable-importance.html
Global Importance, Local Importance, Variable Interactions
Global Importance
Additional headers can be found here: https://suntheticsml.quarto.pub/platform_redesign_wireframe/modeling/explain-variable-importance.html
Global Importance, Local Importance, Variable Interactions
Global Prediction Summaries
For the platform, there are also other headers in this wireframe:https://suntheticsml.quarto.pub/platform_redesign_wireframe/modeling/explore-predictive-space.html
I don't have all the graphs from the platform, and some won't be shown for the automated report, so it is good to review these as well.
There are: Global Prediction Summaries, Single-Variable Exploration, Multi-Variable Exploration, and Interactive Predictions.
This first page
Leave annotated notes for the team using Hypothesis.
🔍 Monitor Progress
The Iteration history data and visualizations would go here.
🔗 Discover Causal Drivers
Idea for expansion of Model Insights
Chemical Insights
Possible new workflow gets it's own main section.
Plot & Table Title Guidelines
In addition, we should set guidelines for plot and table captions:
Purpose: What should I take away from this? (Key insight, interpretation, or implication)
✨ Caption Guidelines
✅ 1. State the Main Insight
Captions should communicate the most important message the plot or table is trying to convey — e.g., a trend, anomaly, or decision-relevant takeaway.
Example (for a prediction error plot): “Model error is highest for low-yield regions, suggesting greater uncertainty when predictions are far from the mean.”
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✅ 2. Reference Key Variables
Reinforce which inputs, outputs, or dimensions are most relevant.
Example: “Boiling point predictions depend heavily on molecular weight and hydrogen bonding capacity.”
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✅ 3. Describe the Implication or Next Step (Optional, but powerful)
If the visualization is meant to support an action or decision, the caption can prompt or hint at that next move.
Example: “These results suggest additional experiments in the high-temperature region may improve model certainty.”
Summary
Your captions should: • Interpret, not describe • Guide, not overwhelm • Complement the title and subtitle hierarchy
Time Profile Simulation
This is tbd
[[[[INSERT CAMPAIGN TYPE AND TAGS HERE]]]]]
This is the only thing new item added here basically. I didn't try recreating plots and tabs in other examples because it would take too much time....
TBD
TBD means "to be determined" such that this item is not on the platform right now.
Explore Chemicals
This section is a possible expansion.
This section is a possibility for the future!
Data
To make a comment highlight text and then click the paper icon.
at Sunthetics.
Hoping this works!!!!