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![PDF] Using Source Code Density to Improve the Accuracy of Automatic Commit Classification into Maintenance Activities | Semantic Scholar](https://d3i71xaburhd42.cloudfront.net/22e4bd768122f25615619395b7929d059c1da987/12-Table3-1.png "PDF] Using Source Code Density to Improve the Accuracy of Automatic Commit Classification into Maintenance Activities | Semantic Scholar")
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accuracy and kappa coefficient for Level-II classification in different... | Download Scientific Diagram
![Caleb Ziems on Twitter: "@WilliamBarrHeld @jiaao_chen @Diyi_Yang 2️⃣ Can #LLMs replace human annotation? ❌ not for expert taxonomies (#ImplicitHate) or parsing tasks (#ArgumentExtraction) [<40% acc.] ❔ maybe where objective ground truth (#misinfo)](https://pbs.twimg.com/media/FuQXsdfacAU7bQg.jpg:large "Caleb Ziems on Twitter: \"@WilliamBarrHeld @jiaao_chen @Diyi_Yang 2️⃣ Can #LLMs replace human annotation? ❌ not for expert taxonomies (#ImplicitHate) or parsing tasks (#ArgumentExtraction) [<40% acc.] ❔ maybe where objective ground truth (#misinfo)")
Caleb Ziems on Twitter: "@WilliamBarrHeld @jiaao_chen @Diyi_Yang 2️⃣ Can #LLMs replace human annotation? ❌ not for expert taxonomies (#ImplicitHate) or parsing tasks (#ArgumentExtraction) [<40% acc.] ❔ maybe where objective ground truth (#misinfo)
Accuracy Metrics
Cohen's Kappa: What it is, when to use it, and how to avoid its pitfalls | by Rosaria Silipo | Towards Data Science
Kappa - isixsigma.com
Adaptive Swarm Balancing Algorithms for rare-event prediction in imbalanced healthcare data | PLOS ONE
Overall accuracy and Kappa (K^) accuracy table of supervised... | Download Table
Kappa Architecture is Mainstream Replacing Lambda - Kai Waehner
Level of classification accuracy according to the Kappa coefficient value. | Download Table
Angle Kappa May Affect Diagnostic Accuracy in Refractive Surgery Patients
An Introduction to Cohen's Kappa and Inter-rater Reliability
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Cohen's Kappa: What It Is, When to Use It, and How to Avoid Its Pitfalls - The New Stack
Accuracy and kappa statistic for each Random Forest, Random Tree and a... | Download Scientific Diagram
Overall Accuracy (OA) and Kappa index for the classification experiments. | Download Table
Best overall accuracy, kappa value, mean and standard deviation for... | Download Table
Cohen's Kappa: Learn It, Use It, Judge It | KNIME
![PDF] Using Source Code Density to Improve the Accuracy of Automatic Commit Classification into Maintenance Activities | Semantic Scholar](https://d3i71xaburhd42.cloudfront.net/22e4bd768122f25615619395b7929d059c1da987/17-Table10-1.png "PDF] Using Source Code Density to Improve the Accuracy of Automatic Commit Classification into Maintenance Activities | Semantic Scholar")