Accuracy, Precision, Recall easily explained | Confusion Matrix Metrics Part 1 | Machine Learning

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Rachit Toshniwal

Rachit Toshniwal

Күн бұрын

#accuracy #precision #recall #machine_learning
#confusion_matrix #metrics
#data_science #classification #explained
In this Part 1 tutorial on Confusion Matrix Metrics, we'll look at Accuracy, Precision, and Recall as ways of evaluating our model performance.
We'll see how accuracy fails for an imbalanced dataset, and how to interpret Precision and Recall for classification tasks.
I've uploaded all the relevant code and datasets used here (and all other tutorials for that matter) on my github page which is accessible here:
Link:
github.com/rac...
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If you have any qualms regarding any of the content here, please feel free to comment below and I'll be happy to assist you in whatever capacity possible.
Thank you!

Пікірлер: 1
@RobertoChavezQuintero
@RobertoChavezQuintero 22 күн бұрын
Very well explained!!
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