🔮 Make a Prediction

Analyzing delay patterns...

0%

Prediction Result

Description will appear here

📊 Delay Patterns by Hour

📅 Delay Patterns by Day of Week

🎯 Feature Importance

Peak Hour
85%
Hour of Day
72%
Day of Week
68%
Weekend
45%
Month
32%

🎯

Model Accuracy
89.3%

📈

ROC-AUC Score
0.847

🚆

Predictions Made
1,247

⏱️

Avg Delay
3.2 min

💡 Tips for Better Journey Planning

  • Avoid traveling during peak hours (7-9 AM, 5-7 PM) when possible
  • Friday evenings typically have higher delay rates
  • Weekend services are generally more reliable
  • Check TfL status updates before traveling
  • Consider alternative routes during high-delay periods
  • Allow extra time during adverse weather conditions