Range of Values of Cohen's Kappa Statistic
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Theorem
Let $D$ be a set of observations which are independently classified by two observers $A$ and $B$.
Let $\kappa$ denote Cohen's kappa statistic over a set of observations.
Then:
- $-1 \le \kappa \le 1$
where:
- $1$ indicates total agreement between $A$ and $B$
- $0$ indicates a level of agreement determined completely by chance
- $-1$ indicates apparent disagreement between $A$ and $B$.
Proof
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Sources
- 2008: David Nelson: The Penguin Dictionary of Mathematics (4th ed.) ... (previous) ... (next): Cohen's kappa statistic