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Table 1 An initial comparison of MLF and NGG

From: Detection of arbitrarily-shaped clusters using a neighbor-expanding approach: A case study on murine typhus in South Texas

 

Advantage

Disadvantage

Favored Situation

MLF

• results might be more significant with higher LLRs

• it is faster than NGG when there are few clusters

• it is hard to control when most clusters have relative similar LLRs

• only the cluster with the highest LLR is kept into the next search

• data containing few extreme clusters

• small number of units

NGG

• the maximum number of candidate cluster is controllable

• it is simple to be implemented

• the search procedure will continue until it reaches the criteria

• large number of units