EconoSim โ€” Government Budget Simulation

1 min read Original article โ†—

๐ŸŒ

EconoSim

Govern a country. Allocate budgets across 10 categories. Watch an AI neural network predict how your policies reshape society over decades.

๐Ÿ“Š

Real OECD data for 35 countries (2000โ€“2023)

๐Ÿค–

XGBoost + RandomForest ensemble trained on policy outcomes

๐Ÿ‘ฅ

8 population archetypes with evolving demands

โšก

Random global events โ€” no perfect policy exists

Prediction Model โ€” EXP022

XGBoost Model type

79.7% Direction accuracy

0.922 Avg Rยฒ (test set)

19 / 20 Sanity checks passed

Trained on 35 OECD countries ยท 2000โ€“2023 ยท includes global cycle & country fixed effects

Model direction accuracy per output

Broadband 96.4% Infant mort. 94.6% Life exp. 92.9% PISA score 87.9% Homicide 84.9% Unemp. 80.4% GDP growth 75.0% Happiness 73.3% LPI infra 71.4% Gini 64.4% Poverty 55.6%