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Multi-Class Metrics Made Simple, Part III: the Kappa Score (aka Cohen's Kappa Coefficient) | by Boaz Shmueli | Towards Data Science
![Distribution Consistency Penalty in the Quadratic Kappa Loss for Ordinal Regression of Imbalanced Datasets Distribution Consistency Penalty in the Quadratic Kappa Loss for Ordinal Regression of Imbalanced Datasets](https://dl.acm.org/cms/attachment/html/10.1145/3507548.3507612/assets/html/images/image33.png)
Distribution Consistency Penalty in the Quadratic Kappa Loss for Ordinal Regression of Imbalanced Datasets
![AgreeStat/360: computing weighted agreement coefficients from a contingency table (Cohen's kappa, Gwet's AC1/AC2, Krippendorff's alpha, and more) AgreeStat/360: computing weighted agreement coefficients from a contingency table (Cohen's kappa, Gwet's AC1/AC2, Krippendorff's alpha, and more)](https://www.agreestat.com/examples/pictures/cac_output_contingency_weighted.png)
AgreeStat/360: computing weighted agreement coefficients from a contingency table (Cohen's kappa, Gwet's AC1/AC2, Krippendorff's alpha, and more)
![Cohen's kappa in SPSS Statistics - Procedure, output and interpretation of the output using a relevant example | Laerd Statistics Cohen's kappa in SPSS Statistics - Procedure, output and interpretation of the output using a relevant example | Laerd Statistics](https://statistics.laerd.com/spss-tutorials/img/ck/cohens-kappa-symmetric-measures-table-v27.png)
Cohen's kappa in SPSS Statistics - Procedure, output and interpretation of the output using a relevant example | Laerd Statistics
A Weighted Kappa Coefficient for Three Observers as a Measure for Reliability of Expert Ratings on Characteristics in Handball Throwing Patterns: Measurement in Physical Education and Exercise Science: Vol 11, No 3
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Kappa Coefficient for Dummies. How to measure the agreement between… | by Aditya Kumar | AI Graduate | Medium
![Cohen's kappa in SPSS Statistics - Procedure, output and interpretation of the output using a relevant example | Laerd Statistics Cohen's kappa in SPSS Statistics - Procedure, output and interpretation of the output using a relevant example | Laerd Statistics](https://statistics.laerd.com/spss-tutorials/img/ck/cohens-kappa-crosstabulation-apa-style-v27.png)
Cohen's kappa in SPSS Statistics - Procedure, output and interpretation of the output using a relevant example | Laerd Statistics
![AgreeStat/360: computing weighted agreement coefficients (Conger's kappa, Fleiss' kappa, Gwet's AC1/AC2, Krippendorff's alpha, and more) for 3 raters or more AgreeStat/360: computing weighted agreement coefficients (Conger's kappa, Fleiss' kappa, Gwet's AC1/AC2, Krippendorff's alpha, and more) for 3 raters or more](https://www.agreestat.com/examples/pictures/cac_data_3raters_raw.png)