Parent Topic: PARAMETERS
SAMPRM
Valid Values: 0 <= x <= 255
Default: 5
Specifies the minimum sample threshold. The number of samples in a
cluster domain is compared to SAMPRM in the following way:
EASI>SAMPRM=x
EASI>SAMPRM= | defaults to 5
When the number of samples in a cluster is less than SAMPRM, the
cluster will be discarded and the total number of clusters will be
reduced by 1.
For a cluster,
- if the standard deviation is greater than STDV, and
- if the average distance of samples from the cluster center is
greater than the overall average distance of the samples from
their respective cluster centers, and
- if the total number of clusters is less than MAXCLUS, and
- if the number of samples in the cluster is greater than 2(SAMPRM
+ 1), or
- the number of clusters is less than or equal to NUMCLUS / 2,
then splitting of the cluster will occur.
Parent Topic: PARAMETERS
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