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Original file line number Diff line number Diff line change
Expand Up @@ -18,3 +18,27 @@ AISzymkiewiczSimpsonCoefficientTest >> testSzymkiewiczSimpsonDistanceTo [

self assert: (metric distanceBetween: #( 12 34 56 7 2 3 ) asSet and: #( 3 5 43 ) asSet) closeTo: 0.33333333333.
]

{ #category : 'tests' }
AISzymkiewiczSimpsonCoefficientTest >> testEmptySets [
"Checks that the Szymkiewicz-Simpson coefficient for empty sets is 1.0."
| metric |
metric := AISzymkiewiczSimpsonDistance new.
self assert: (metric distanceBetween: #() asSet and: #() asSet) equals: 1.0.
]

{ #category : 'tests' }
AISzymkiewiczSimpsonCoefficientTest >> testIdenticalSets [
"Checks that the Szymkiewicz-Simpson coefficient for identical sets is 1.0."
| metric |
metric := AISzymkiewiczSimpsonDistance new.
self assert: (metric distanceBetween: #(1 2 3) asSet and: #(1 2 3) asSet) equals: 1.0.
]

{ #category : 'tests' }
AISzymkiewiczSimpsonCoefficientTest >> testDisjointSets [
"Checks that the Szymkiewicz-Simpson coefficient for disjoint sets is 0.0."
| metric |
metric := AISzymkiewiczSimpsonDistance new.
self assert: (metric distanceBetween: #(1 2 3) asSet and: #(4 5 6) asSet) equals: 0.0.
]
13 changes: 9 additions & 4 deletions src/AI-EditDistances/AISzymkiewiczSimpsonDistance.class.st
Original file line number Diff line number Diff line change
Expand Up @@ -12,10 +12,15 @@ Class {
}

{ #category : 'api' }
AISzymkiewiczSimpsonDistance >> distanceBetween: aSet and: anotherSet [
AISzymkiewiczSimpsonDistance >> distanceBetween: firstSet and: secondSet [

| intersection minSize |
intersection := (aSet intersection: anotherSet ) size.
minSize := aSet size min: anotherSet size.
^ (intersection / minSize) asFloat

(firstSet isEmpty and: [ secondSet isEmpty ]) ifTrue: [ ^ 1.0 ].

intersection := firstSet intersection: secondSet.
minSize := (firstSet size min: secondSet size).
minSize = 0 ifTrue: [ ^ 0.0 ].

^ intersection size / minSize
]