This notebook shows how the f1 metric differs accuracy on imbalanced data. The heart disease dataset from kaggle is used (https://www.kaggle.com/datasets/kamilpytlak/personal-key-indicators-of-heart-disease).
comparison
accuracy
logistic-regression
imbalanced-data
f1-score
accuracy-metrics
f1score
imbalance-classification
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Updated
Apr 8, 2022 - Jupyter Notebook