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The Problem with Kappa

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Figure

Table 1. Statistical and IR Contingency Notation
Figure 1. Illustration of ROC Analysis. The solid diagonal represents chance performance for different rates of guessing positive or negative labels
Table 2. Accuracy and F-Measure for different proportions imply that the informed decisions are shown) as well as different proportions of correct mixes of prevalence and bias skew (odds ratio (informed) answers versus guessing – negative deliberately made
Table 3. Empirical Results for Accuracy and Kappa for Fleiss/Scott, Cohen and Powers. Shaded cells indicate misleading results, which occur for both Cohen and Fleiss Kappas

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