ML Model Builder

Business Case

Problem Statement

Construction prediction challenges:

• Complex relationships between variables
• Limited historical data utilization
• Need for multiple prediction targets
• Model validation and deployment

Solution

Comprehensive ML model building framework for construction predictions with data preprocessing, model training, evaluation, and export capabilities.

Technical Implementation