Coding Example

(Python - AI Fee Prediction Algorithm)

import numpy as np
def predict_gas_fee(current_fee, congestion_time, normal_time, alpha=0.7, beta=0.3):
return (alpha * current_fee) + (beta * (congestion_time / normal_time))
# Example values
current_fee = 50 # Gwei
congestion_time = 120 # minutes
normal_time = 60 # minutes
predicted_fee = predict_gas_fee(current_fee, congestion_time, normal_time)
print(f"Predicted optimal gas fee: {predicted_fee} Gwei")