Plan

Approach

• Online Learning
• Regression
• • Linear
• • Polynomial
• Moving window
• • Weightings to each data point, new data valued more than old.

Tasks

• B - Barebones of the java bot
• S - Evaluate Linear regression
• • Manual testing
• T - Evaluate Polynomial regression
• • Manual testing
• N - Calculate constant maximums based on demand model
• N - Data range
• • Moving window
• • • 5 days
• • • 10 days
• • • 20 days
• • • 30 days
• • • 50 days
• • • 80 days
• • All data
• All - Full development

Questions

• Timeout?
• Accumulated Profit
• • Per Game?
• • Overall?
• Mark breakdown
• • Speed?
• Test Machine?