How Do Different Fee Estimation Algorithms Work to Predict Necessary Transaction Costs?

Fee estimation algorithms analyze historical mempool data, including recent block confirmations and current congestion levels. They calculate the median or average fee rate of transactions that were confirmed within a target time frame (e.g.

1-6 blocks). This statistical analysis provides an estimate for the minimum fee required to achieve confirmation within the desired time.