Datasets:
Tasks:
Tabular Regression
Modalities:
Tabular
Formats:
parquet
Sub-tasks:
tabular-single-column-regression
Languages:
English
Size:
1K - 10K
License:
| annotations_creators: | |
| - Aleksei Agarkov / MEPhI | |
| language: en | |
| license: mit | |
| size_categories: | |
| - 1K<n<10K | |
| task_categories: | |
| - tabular-regression | |
| task_ids: | |
| - tabular-single-column-regression | |
| pretty_name: Data from Agent-based Infectious Disease Transmission Model Simulator | |
| homepage: https://github.com/AlekseiAgarkov/AgenticInfectiousDiseaseTransmissionModels | |
| tags: | |
| - regression | |
| - simulated | |
| - english | |
| - epidemic | |
| # Dataset Card for "Data from Agent-based Infectious Disease Transmission Model Simulator" | |
| Data from Agent-based Infectious Disease Transmission Model Simulator | |
| ## Dataset Details | |
| ### Dataset Description | |
| Dataset should be used to perform 'What if?' analysis on the data generated from | |
| the simulator. | |
| - **Curated by:** Aleksei Agarkov | |
| - **License:** MIT | |
| ### Dataset Sources | |
| - **Repository:** https://github.com/AlekseiAgarkov/AgenticInfectiousDiseaseTransmissionModels | |
| ## Uses | |
| Dataset should be used to perform 'What if?' analysis on the data generated from | |
| the simulator. | |
| ## Dataset Structure | |
| ### Features | |
| - initially_infected - Number of initially infected agents | |
| - lowest_immunity - Lowest possible immunity in simulation | |
| - highest_immunity - Highest possible immunity in simulation | |
| - mask_beta_penalty - Beta reduction coefficient for a mask weared at contact | |
| - pollutant_immunity_reduction - Immunity reduction coefficient for pollutant | |
| - infected_90d - Regression Target. Number of infected agents by day 90. | |
| ## Dataset Card Authors [optional] | |
| Aleksei Agarkov / MEPhI | |
| ## Dataset Card Contact | |
| agarkov.aleksei1@yandex.ru | |