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How do you interpret the kappa statistic?

Kappa Coefficient Interpretation Value of kLevel of agreement% of data that are reliable0.40 - 0.59Weak15 - 35%0.60 - 0.79Moderate35 - 63%0.80 - 0.90Strong64 - 81%Above 0.90Almost Perfect82 - 100%2 more rows

What is the kappa measure of agreement?

Kappa compares the probability of agreement to that expected if the ratings are independent. The values of range lie in [ 1, 1] with 1 presenting complete agreement and 0 meaning no agreement or independence. A negative statistic implies that the agreement is worse than random.

What is the formula for kappa accuracy?

The kappa statistic is used to control only those instances that may have been correctly classified by chance. This can be calculated using both the observed (total) accuracy and the random accuracy. Kappa can be calculated as: Kappa = (total accuracy random accuracy) / (1- random accuracy).

What is the kappa in measurement?

7 Kappa () Cohens -coefficient134 measures the degree of agreement between a pair of variables, frequently used as a metric of interrater agreement, i.e., kappa most often deals with data that are the result of a judgment, not a measurement.

What is the formula for Cohens kappa?

The formula for Cohens kappa is the probability of agreement minus the probability of random agreement, divided by one minus the probability of random agreement.

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