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Potentials which have a similar interaction intensity but have two different repulsive branches, exhibit very similar percentage of clustered molecules, number of cluster formed and cluster mean sizes.
The look direction for all antenna responses is set at,, and therefore the cluster mean direction vector coincides with the look direction of each antenna.
Step 2: Assigned each object to the cluster to which it is the closest based on the distance between the object and the cluster mean (we use Euclidean metric as the distance function).
The average number of actin rods (>2 µm in length) found in the dorsal cluster sensory da neurons was ∼7 per cluster (mean = 7.33, standard deviation = 2.77).
A cluster medoid, unlike cluster mean, is an actual data point in the cluster from which the sum of the distances to the other points of the cluster is minimum.
Cluster mean score.
This likelihood is expressed as follows: square of the distance to the second closest cluster mean/(square of the distance to the closest cluster mean + square of the distance to the second closest cluster mean).
We defined the cluster mean as the arithmetic mean of all cluster members.
A more complex model would combine two different equations, for example, in the case of a field-specific model: cluster mean = αiED1 + βiED2 + γiED3 in the irrigated field and cluster mean = αrED4 + βrED5 + γrED6 in the rainfed field.
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In each iteration, the CCG with the maximum within-cluster mean WSKLD is found j ^ = arg max j = 1 … n ∑ m = 1 M g ^ ( j, m ) WSKLD ( j, m ) ∑ m = 1 M g ^ ( j, m ).
Finally, we measure the 'tightness' of the clusters produced by different methods using the within-cluster mean squared distances.
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