Table 3.

Some features that are marked as important by random forest across different forecast horizons

Features	EOD	7	30	90
median_transaction_fee30trxUSD	$\bullet$		$\bullet$	$\bullet$
median_transaction_fee7trxUSD	$\bullet$			$\bullet$
price90emaUSD	$\bullet$			$\bullet$
size90trx	$\bullet$	$\bullet$	$\bullet$	$\bullet$
transactions	$\bullet$			$\bullet$
price30wmaUSD	$\bullet$		$\bullet$
price3wmaUSD	$\bullet$	$\bullet$	$\bullet$
price7wmaUSD	$\bullet$	$\bullet$
median_transaction_fee7rocUSD	$\bullet$	$\bullet$
difficulty30rsi	$\bullet$	$\bullet$	$\bullet$	$\bullet$
mining_profitability		$\bullet$	$\bullet$	$\bullet$
price30smaUSD		$\bullet$	$\bullet$
sentinusd90emaUSD		$\bullet$	$\bullet$
transactionvalueUSD		$\bullet$	$\bullet$	$\bullet$
top100cap		$\bullet$		$\bullet$
difficulty90mom			$\bullet$	$\bullet$
hashrate90var			$\bullet$	$\bullet$
price90wmaUSD			$\bullet$	$\bullet$
sentinusd90smaUSD			$\bullet$	$\bullet$
median_transaction_feeUSD			$\bullet$	$\bullet$

EOD refers to end-of-day, and 7, 30 and 90 refer to horizon of forecast