Basic examples (2)
Softanza
oT = new stzNaiveBayes()
oT.Train("don't 3.14 word2vec", "technical")
oT.Train("apple banana cherry", "fruit")
# a query of the exact tricky tokens finds its label
? oT.Classify("don't 3.14 word2vec")
# ...and plain words find theirs
? oT.Classify("apple banana")
# six distinct tokens were learned, not more
? oT.VocabularySize()
# stzText sees three words in the tricky line too
? len((new stzText("don't 3.14 word2vec")).Words())Output
technical fruit 6 3
run on 2026-10-02 04:23 inside the library at commit 0e72e2e2c; taken from numeric_text_mining_narrated.ring(opens in a new tab)
Softanza
oF = new stzNaiveBayes()
oF.Train("Hello World", "a")
oF.Train("hello world", "a")
# two spellings are one vocabulary
? oF.VocabularySize()
# ...and both documents counted
? oF.NumberOfDocuments()
oU = new stzNaiveBayes()
oU.Train("ÉCOLE", "x")
oU.Train("école", "x")
# an accented pair folds together too
? oU.VocabularySize()Output
2 2 1
run on 2026-10-02 04:23 inside the library at commit 0e72e2e2c; taken from numeric_text_mining_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
- The class stzNaiveBayes
- The area's reference: NLP & linguistics
- The other methods in these examples: stzNaiveBayes.Classify · stzNaiveBayes.NumberOfDocuments · stzNaiveBayes.Train

