![Box plots of the predictive performance of species distribution models for 30 montane species, comparing models with only climate variables to those containing both climate and ecologically relevant topographic variables. Box plots of the predictive performance of species distribution models for 30 montane species, comparing models with only climate variables to those containing both climate and ecologically relevant topographic variables.](https://s3-eu-west-1.amazonaws.com/ppreviews-plos-725668748/1559044/preview.jpg)
Box plots of the predictive performance of species distribution models for 30 montane species, comparing models with only climate variables to those containing both climate and ecologically relevant topographic variables.
![IJGI | Free Full-Text | Modified Neutral Models as Benchmarks to Evaluate the Dynamics of Land System (DLS) Model Performance IJGI | Free Full-Text | Modified Neutral Models as Benchmarks to Evaluate the Dynamics of Land System (DLS) Model Performance](https://www.mdpi.com/ijgi/ijgi-06-00199/article_deploy/html/images/ijgi-06-00199-g007.png)
IJGI | Free Full-Text | Modified Neutral Models as Benchmarks to Evaluate the Dynamics of Land System (DLS) Model Performance
![RF model performance by Cohen's kappa and variables for 50 data sets,... | Download Scientific Diagram RF model performance by Cohen's kappa and variables for 50 data sets,... | Download Scientific Diagram](https://www.researchgate.net/publication/360037143/figure/fig4/AS:1147275959123973@1650543312812/RF-model-performance-by-Cohens-kappa-and-variables-for-50-data-sets-each-with-a-07.png)
RF model performance by Cohen's kappa and variables for 50 data sets,... | Download Scientific Diagram
![When do we use Kappa Statistic as a measure of model performance vs Accuracy - techniques - Data Science, Analytics and Big Data discussions When do we use Kappa Statistic as a measure of model performance vs Accuracy - techniques - Data Science, Analytics and Big Data discussions](https://global.discourse-cdn.com/business6/uploads/analyticsvidhya/original/2X/d/d64ff9bae61fa12a866b3669a238c7ae1b9781bd.png)
When do we use Kappa Statistic as a measure of model performance vs Accuracy - techniques - Data Science, Analytics and Big Data discussions
Cohen's Kappa: What it is, when to use it, and how to avoid its pitfalls | by Rosaria Silipo | Towards Data Science
Consensus Forecasting of Species Distributions: The Effects of Niche Model Performance and Niche Properties | PLOS ONE
![PDF] A comparison of the performance of threshold criteria for binary classification in terms of predicted prevalence and Kappa | Semantic Scholar PDF] A comparison of the performance of threshold criteria for binary classification in terms of predicted prevalence and Kappa | Semantic Scholar](https://d3i71xaburhd42.cloudfront.net/f09c0355406d51053227e6f9fc3cabc068137600/3-Table2-1.png)
PDF] A comparison of the performance of threshold criteria for binary classification in terms of predicted prevalence and Kappa | Semantic Scholar
![during miami art week, vanessa beecroft interprets kappa 'omini' logo with 100 models | Miami art, Model, Kappa during miami art week, vanessa beecroft interprets kappa 'omini' logo with 100 models | Miami art, Model, Kappa](https://i.pinimg.com/736x/7d/8c/31/7d8c31506d30dae1655fc571cc1cd37a.jpg)
during miami art week, vanessa beecroft interprets kappa 'omini' logo with 100 models | Miami art, Model, Kappa
![Assessing the performance of GIS- based machine learning models with different accuracy measures for determining susceptibility to gully erosion - ScienceDirect Assessing the performance of GIS- based machine learning models with different accuracy measures for determining susceptibility to gully erosion - ScienceDirect](https://ars.els-cdn.com/content/image/1-s2.0-S0048969719305741-ga1.jpg)
Assessing the performance of GIS- based machine learning models with different accuracy measures for determining susceptibility to gully erosion - ScienceDirect
![models performance comparison based on overall accuracy and Cohen's Kappa. | Download Scientific Diagram models performance comparison based on overall accuracy and Cohen's Kappa. | Download Scientific Diagram](https://www.researchgate.net/publication/352028872/figure/fig1/AS:1029900114857986@1622558730522/models-performance-comparison-based-on-overall-accuracy-and-Cohens-Kappa.jpg)
models performance comparison based on overall accuracy and Cohen's Kappa. | Download Scientific Diagram
Signaling Properties of Structurally Diverse Kappa Opioid Receptor Ligands: Toward in Vitro Models of in Vivo Responses | ACS Chemical Neuroscience
![Kappa performance on all state classification for different models.... | Download Scientific Diagram Kappa performance on all state classification for different models.... | Download Scientific Diagram](https://www.researchgate.net/publication/335224714/figure/tbl3/AS:1029893873733634@1622557242308/Kappa-performance-on-all-state-classification-for-different-models-Mean-kappa.png)
Kappa performance on all state classification for different models.... | Download Scientific Diagram
![Accuracy and Kappa evaluation for different machine learning models... | Download Scientific Diagram Accuracy and Kappa evaluation for different machine learning models... | Download Scientific Diagram](https://www.researchgate.net/publication/334897437/figure/fig7/AS:787497311293447@1564765398260/Accuracy-and-Kappa-evaluation-for-different-machine-learning-models-while-training-the.png)