After the challenge concludes, we will distribute a survey to collect details about your model. Participants should complete their entries using the provided template format (attached). Each section in the sheet should be filled out to offer a comprehensive understanding of the model, covering details such as:
Model Description and Approach: Clearly outline the model’s methodology.
Code Repository Link: Include a link to the model’s code, ideally on GitHub or similar.
Data Handling: Specify the data type used, preprocessing steps, and any imputations.
Outcome Specification: Clarify if the model outputs absolute values, fold change, etc.
List top predictors: This includes top predictors identified by models for each task. If the top predictors are factors/modules, please provide a list of top features within those factors/modules. Eg. CCL3, IL3, Factor 3 ( CXCL8, TNF, SOCS3, TNFAIP3), Module 10 (KEGG: Inflammation pathway)
For guidance, we have included an example model summary as a separate sheet in the attached file. Additionally, here is a summary sheet from the second challenge is provided for further reference. Please refer to these resources to understand how to complete the model summaries effectively. Feel free to write here if you need any clarification.