Decoding Surge Pricing: Ever wondered how these ride-hailing giants like Uber, Ola, and Lyft adjust fares in real-time to meet demand fluctuations and optimize the rider-driver equilibrium? This competition will provide you with a glimpse into this captivating domain.
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- Secured a Rank of 37 among 6.7k+ participants
- Extensive feature engineering along with the implementation of multi-class classification modeling
- Note: Same features with better modeling techniques (ensemble of lgbm, xgboost, catboost) will secure a rank in the top 20