Read-only upload replay
0 credits
Time Series Count Regression
Weekly Event Count Forecast
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
520 rows, 6 features, XLSX.
Step 3
Preview Data Readiness completed successfully
Confirm ordering
The time column was parsed and the target was validated as count-like.
Compare count models
Classical and deep time-series count models were compared.
Inspect forecast behavior
Error, deviance, and trend summaries are ready for review.
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
Count Inception
TCN Count
GRU Count
Count ARIMA
Validation split
0.2 holdout
Runtime mode
Recorded completed job
Source job
saved job