![The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation | BMC Genomics | Full Text The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation | BMC Genomics | Full Text](https://media.springernature.com/lw685/springer-static/image/art%3A10.1186%2Fs12864-019-6413-7/MediaObjects/12864_2019_6413_Fig1_HTML.png)
The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation | BMC Genomics | Full Text
![Explaining the unsuitability of the kappa coefficient in the assessment and comparison of the accuracy of thematic maps obtained by image classification - ScienceDirect Explaining the unsuitability of the kappa coefficient in the assessment and comparison of the accuracy of thematic maps obtained by image classification - ScienceDirect](https://ars.els-cdn.com/content/image/1-s2.0-S0034425719306509-gr1.jpg)
Explaining the unsuitability of the kappa coefficient in the assessment and comparison of the accuracy of thematic maps obtained by image classification - ScienceDirect
![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-spss-style-v27.png)