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Reference · stzKMeans

Run()

No explanation in the source yet: run

Basic examples (1)

Softanza
oK = new stzKMeans([ [1,1], [1.2,0.9], [8,8], [7.9,8.1] ])
oK.SetK(2)
oK.Run(50)
aC = oK.Clusters()
# two clusters come back
? len(aC)
# ...and the far point lands with the far group
? oK.ClusterOf([7.5, 8.0])
# ...while the near point does not
? oK.ClusterOf([1, 1]) != oK.ClusterOf([8, 8])
oSet = new stzTrainingSet([])
oSet.AddExample([1,1], "near")
oSet.AddExample([1.1,0.9], "near")
oSet.AddExample([9,9], "far")
oSet.AddExample([9.1,8.9], "far")
oKnn = new stzKnn(oSet)
oKnn.SetK(1)
# a query near the origin is classified 'near'
? oKnn.Classify([1.05,1])
# ...and one out at nine is 'far'
? oKnn.Classify([8.9,9])
Output
2
2
1
near
far

run on 2026-10-02 04:23 inside the library at commit 0e72e2e2c; taken from numeric_one_distance_narrated.ring(opens in a new tab)

The extensions of this method

Each extension, and whether it exists for this method; an extension that exists combines with the others (FindSTCS).

Extension
Exists
What it adds · The names
Q
no
does what the method does, then returns the object, so the call can be chained
QQ
no
chains on the next, more specific type of object (the Q ladder)
QQQ
no
chains on the most specific type of object (the Q ladder)
QRT
no
returns the result as an object of the requested type
CS
no
takes a case-sensitivity flag
ST
no
takes the position to start from (StartingAt)
IB
no
takes bounds that are included (IncludingBounds)
XT
no
the extended form: more parameters than the base method
XTT
no
yet another extension: a further extended form, after XT
Z
no
includes the position in what it returns
ZZ
no
returns positions as sections, [start, end]
W
no
selects by a condition
WF
no
selects by a condition, with the expressive keywords (@NextItem, @PreviousItem...)
D
no
takes a direction, forward or backward (Directional)
F
no
takes a function (the condition or the update is given as a function); the forms document also uses F for the future form, which defers the action
Many
no
works on a collection of items instead of one (the plural form)
Except
no
takes exceptions, what to leave out (the exceptional form)
U
no
returns the result without duplication

Every example is a test file of the library, run inside the library for this page; only those whose output kept every promise their file wrote are shown.

See also