Synthetic Cell Cluster Ground-Truth Parameters for Rosetta-Routine

Manually defined parameters serve as the ground-truth reference for generating synthetic cell-like clusters. The 5.5 KB XLS file contains a priori values controlling cluster shape, spread, orientation, and event number. Authored by Bradley Mason and last updated in May 2026, this dataset supports replication and accuracy assessment for the Rosetta-Routine modelling pipeline.

Use Cases

• Validate clustering algorithm accuracy based on known ground-truth parameters.
• Benchmark the Rosetta-Routine modelling pipeline's replication fidelity.
• Study the relationship between defined parameters and synthetic cluster morphology.

Strengths

• Provides a known ground-truth reference for accuracy assessment.
• Parameters were defined a priori to control specific cluster properties like shape and orientation.
• Dataset is small (5.5 KB) and likely easy to inspect and integrate.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• The dataset's scope is limited to the specific synthetic generation task described.

Provenance

Source

Bradley Mason via figshare

Collection Method

Parameters were manually defined a priori for synthetic data generation.

Freshness

Last updated 2026-05-29 17:44:19