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As indicated in #12 the pruning can be done once we have proper feature engineering by taking a quantile of the cheapest channels. However I guess the pruning should respect the topological distance of channels from the payment pair. Even if a channel is cheap it may not be used if it is too far away from both sender and recipient of the payment.
kokojamboo
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