arXiv:2008.05756v1 [stat.ML] 13 Aug 2020
F1 Score vs ROC AUC vs Accuracy vs PR AUC: Which Evaluation Metric Should You Choose? - neptune.ai
Comprehensive Guide on Multiclass Classification Metrics | Towards Data Science
Multi-Class Metrics Made Simple, Part II: the F1-score | by Boaz Shmueli | Towards Data Science
What are some good error metrics for multi-class classification when you have many objects to classify? - Quora
Multi-Class Metrics Made Simple, Part II: the F1-score | by Boaz Shmueli | Towards Data Science
Comprehensive Guide on Multiclass Classification Metrics | Towards Data Science
How to Calculate Precision, Recall, F1, and More for Deep Learning Models - MachineLearningMastery.com
arXiv:2008.05756v1 [stat.ML] 13 Aug 2020
Data Science: Confusion Matrix, Accuracy, Precision, Recall, F score explained with an example
Comprehensive Guide on Multiclass Classification Metrics | Towards Data Science
Choosing the Right Metric for Evaluating Machine Learning Models — Part 2 | by Alvira Swalin | USF-Data Science | Medium
a) Confusion matrix of KL grading and (b) ROC curve for radiographic... | Download Scientific Diagram
Learn Precision, Recall, and F1 Score of Multiclass Classification in Depth – Regenerative
Data Science: Confusion Matrix, Accuracy, Precision, Recall, F score explained with an example
Multi-Class Metrics Made Simple, Part II: the F1-score | by Boaz Shmueli | Towards Data Science
F-1 Score for Multi-Class Classification | Baeldung on Computer Science
F-score - Wikipedia
Multi-Class Metrics Made Simple, Part III: the Kappa Score (aka Cohen's Kappa Coefficient) | by Boaz Shmueli | Towards Data Science
Choosing the Right Metric for Evaluating Machine Learning Models — Part 2 | by Alvira Swalin | USF-Data Science | Medium
Why is precision-recall, a better metric than AUC for unbalanced data? - Quora
Multi-Class Metrics Made Simple, Part III: the Kappa Score (aka Cohen's Kappa Coefficient) | by Boaz Shmueli | Towards Data Science
Receiver operating characteristic - Wikipedia
Multi-Class Metrics Made Simple, Part II: the F1-score | by Boaz Shmueli | Towards Data Science
Classification metrics and their Use Cases | CloudxLab Blog
3.3. Model evaluation: quantifying the quality of predictions — scikit-learn 0.17 文档
Why Cohen's Kappa should be avoided as performance measure in classification | PLOS ONE
