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Wednesday, March 4, 2020

Evaluating Classification Tasks in Machine Learning and Deep Learning

Confusion Matrix

Keywords: recall sensitivity, specificity

ROC curve, ROC AUC (curve)

Use real example: doctors, medicine, cancer example

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Regularization in Machine Learning, Deep Learning

Regularization can prevent overfitting and potentially make algorithm converge faster and more performant. Useful in deep learning tasks, in...