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Trellis plots in Experiment Visualization Convergence

Split convergence plot into a multi-panel grid when multiple targets are selected.

What's included

How it works

Trellis convergence plot

  • Select multiple targets from the target sidebar
  • The convergence plot automatically splits into a grid — one panel per target
  • Each panel shares the same x-axis (iteration index) but has an independent y-axis scale

Trellis - select point

  • Click a data point to highlight the corresponding trial across all panels

Trellis - draw point

  • Shift-drag to draw a brush selection across panels
  • Points outside the selection are dimmed
  • Up to 6 targets can be displayed at a time

Notes

  • Single target selection continues to show the standard convergence plot
  • Trellis layout and interactions may continue to evolve during the beta phase
  • If you notice any unexpected behavior, please share steps to reproduce

Drop Column in Data Health

You can now drop columns directly from the Data Health table. Dropped columns are hidden across all study views and the change is saved automatically.

What's included

Drop Column

Drop Column Button

Click the drop button on any row in the Data Health table to hide that column across all views in the study — plots, statistics, and column groups included.

Undo

Undo Drop Column Button

Changed your mind? Hit the undo button on the same row to bring the column back instantly.


Notes

  • Dropped columns are hidden, not deleted — your data stays intact
  • If you notice any unexpected behavior, please share steps to reproduce

Multi-Evaluation Navigation in Feature Importance

Navigate between historical model evaluations in Feature Importance.

What's included

How it works

Feature Importance

  • Step through historical model evaluations using the new navigation controls
  • The latest evaluation remains the default when no selection is made
  • Quickly reapply filters across views for consistent analysis

Notes

  • If you notice any unexpected behavior, please share steps to reproduce

Trellis plots in Plot Builder

Split scatter plots and box plots into a multi-panel grid by any categorical column to compare patterns across groups side by side.

What's included

How it works

Trellis scatter plot

  • Drag a categorical column onto the Trellis drop zone in the plot sidebar
  • The plot splits into a grid of panels — one per category
  • Works with scatter plots and box plots

Trellis box plot

  • Use the trellis legend to choose which categories to display
  • Up to 4 panels can be shown at a time

Notes

  • Heatmaps do not support trellis
  • Trellis behavior may continue to evolve during the beta phase
  • If you notice any unexpected behavior, please share steps to reproduce

Kaplan-Meier survival analysis

Analyze survival data with Kaplan-Meier curves, supporting event tracking, censored observations, group comparisons, and interactive visualizations.

What's included

Survival curve visualization

Kaplan-Meier survival curves

  • Step function curves show survival probability over time
  • Tick marks indicate subjects who left the study without experiencing the event
  • Filter by time period to focus on specific study phases
  • Hover over curves to see detailed statistics at each time point

Group comparisons

Group comparison

  • Compare survival across multiple groups with color-coded curves
  • Use filters to define groups
  • Legend and tooltips identify each group

Event and censoring logic

  • Set event conditions for what you're tracking (e.g., death, disease progression)
  • Set censoring conditions for subjects who exit the study early
  • Use flexible filters to define complex criteria
  • Data not matching either condition is excluded

Multi-panel plots

Faceted survival plots

  • View multiple survival curves side-by-side in a grid
  • Split data by categories for easier comparison

Interactive tooltips

Hover over any point to see:

  • Time value and date
  • Survival probability
  • Subjects at risk
  • Events occurred
  • Subjects censored
  • Group name (when comparing groups)

Notes

  • New beta feature - behavior may change based on feedback
  • Large datasets are limited to 5000 data points for performance