MIT Press

Table 3:

Predictor rankings for RF models using fixed-evaluations Markov-Chain QAPLIB LONs. Fitness features in italics.

Predicting ILS	Importance Value	Predicting TS	Importance Value
incoming global	0.058	mean fitness	2.130
out-degree	0.023	funnel-floor fitness	2.127
number optima	0.023	edges	1.742
mean fitness	0.022	number optima	1.736
edges	0.021	out-degree	0.349
funnel-floor fitness	0.019	incoming global	0.304

Predicting ILS	Importance Value	Predicting TS	Importance Value
incoming global	0.058	mean fitness	2.130
out-degree	0.023	funnel-floor fitness	2.127
number optima	0.023	edges	1.742
mean fitness	0.022	number optima	1.736
edges	0.021	out-degree	0.349
funnel-floor fitness	0.019	incoming global	0.304