![What is the best metric (precision, recall, f1, and accuracy) to evaluate the machine learning model for imbalanced data? | ResearchGate What is the best metric (precision, recall, f1, and accuracy) to evaluate the machine learning model for imbalanced data? | ResearchGate](https://www.researchgate.net/profile/Ibrahim-Gad-3/post/What_is_the_best_metric_precision_recall_f1_and_accuracy_to_evaluate_the_machine_learning_model_for_imbalanced_data/attachment/5f0d92695e3fff000177fe28/AS%3A913156859777024%401594724969138/download/accuracy.png)
What is the best metric (precision, recall, f1, and accuracy) to evaluate the machine learning model for imbalanced data? | ResearchGate
![Metric F1 score macro on classification ( single label multiclass ) - Part 1 (2019) - Deep Learning Course Forums Metric F1 score macro on classification ( single label multiclass ) - Part 1 (2019) - Deep Learning Course Forums](https://forums.fast.ai/uploads/default/original/3X/c/c/cca1b3ad72fc927fbf3d3690f01d2e3b5a31dd2e.png)
Metric F1 score macro on classification ( single label multiclass ) - Part 1 (2019) - Deep Learning Course Forums
![A Single Number Metric for Evaluating Object Detection Models | by Peter Lebiedzinski | Towards Data Science A Single Number Metric for Evaluating Object Detection Models | by Peter Lebiedzinski | Towards Data Science](https://miro.medium.com/max/746/1*ni3HuiB06as3g-IT5hM2lw.jpeg)
A Single Number Metric for Evaluating Object Detection Models | by Peter Lebiedzinski | Towards Data Science
![Performance Metrics: Confusion matrix, Precision, Recall, and F1 Score | by Vaibhav Jayaswal | Towards Data Science Performance Metrics: Confusion matrix, Precision, Recall, and F1 Score | by Vaibhav Jayaswal | Towards Data Science](https://miro.medium.com/max/676/1*k6qWU7kXeCfk2KK2y3Cysg.png)
Performance Metrics: Confusion matrix, Precision, Recall, and F1 Score | by Vaibhav Jayaswal | Towards Data Science
![What's the deal with Accuracy, Precision, Recall and F1? | by Christopher Riggio | Towards Data Science What's the deal with Accuracy, Precision, Recall and F1? | by Christopher Riggio | Towards Data Science](https://miro.medium.com/max/1400/1*5_ZAlFhlCk8llhnYWD5PXw.png)
What's the deal with Accuracy, Precision, Recall and F1? | by Christopher Riggio | Towards Data Science
![What's the deal with Accuracy, Precision, Recall and F1? | by Christopher Riggio | Towards Data Science What's the deal with Accuracy, Precision, Recall and F1? | by Christopher Riggio | Towards Data Science](https://cdn-images-1.medium.com/fit/t/1600/480/1*Ub0nZTXYT8MxLzrz0P7jPA.png)