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10 years

Model Information

  • Algorithm: Linear Regression
  • R² Score: 0.91 (91% accuracy)
  • Features: 7 input variables
  • Training Data: 1000 house records

Investment Tips

  • Location has the biggest impact on price
  • Area is the primary value driver
  • Condition affects marketability
  • Age matters less in good locations
  • Garage adds significant value