Read-only upload replay
0 credits
Longitudinal Classification
Repeated-Visit Risk Stratification
This page shows the upload form, role mapping, readiness preview, model selection, and cost confirmation recorded for the completed source job.
Demo boundary
Actual job evidence, no upload
The controls below replay the completed job setup and are intentionally disabled.
Upload forms stay visible enough to teach the workflow.
This replay is sourced from saved outputs from completed jobs; real users still sign in before launching their own jobs.
Step 1 and 2
Dataset and role mapping before readiness
2391 rows, 8 features, Parquet.
Step 3
Preview Data Readiness completed successfully
Map repeated-measure roles
Subject and time columns were confirmed before readiness preview.
Apply runtime guardrails
Heavy mixed-effects models were checked against the interactive runtime budget.
Review repeated-measure outputs
Model metrics, confidence intervals, and guardrail notes are available.
Saved evidence created for review
Data setup
Analysis checks
Model explanation
Reproducibility boundary
Methods appendix
Step 4
Training configuration that launched the saved job
Preset
Saved job configuration
Models
4
Reserved
0 credits
GPBoost Classifier
Fixed Effects Logistic
HCB
REEM CatBoost
Validation split
0.2 holdout
Runtime mode
Recorded completed job
Source job
saved job