Develop Real-Time Property Market Prediction Engine

[LaGodxy]

Description: Build an advanced on-chain market prediction system using machine learning and crowd wisdom to forecast property market trends and price movements.

Acceptance Criteria:

• Design prediction market mechanism for property forecasts
• Implement on-chain ML model for trend analysis
• Add crowd-sourced prediction aggregation system
• Create incentive mechanisms for accurate predictions
• Implement prediction accuracy tracking and rewards
• Add market sentiment analysis integration
• Include backtesting and model validation systems
• Provide prediction analytics and confidence metrics

Files to modify:

• Create new contracts/prediction-market/ module
• contracts/analytics/ - Integrate prediction capabilities
• Add ML pipeline and prediction infrastructure