Datasetpublic

agarkov-aleksei1/20251214-agentic_disease_spread_catboost_pollutant-infected_90d-dataset

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:… See the full description on the dataset page: https://huggingface.co/datasets/agarkov-aleksei1/20251214-agentic_disease_spread_catboost_pollutant-infected_90d-dataset.

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Dataset Card

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
—maskbetapenalty - Beta reduction coefficient for a mask weared at contact
—pollutantimmunityreduction - 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