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| | polukhin.tech
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| | This post will visually describe the problem of understanding of such concepts as Accuracy, Precision, Recall, F1-Score, ROC Curve, and AUC, which are part of the development of any classification, detection, segmentation, etc. tasks in machine learning. All the images were created by the author.
| | www.listendata.com
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| | This article outlines precision recall curve and how it is used in real-world data science application. It includes explanation of how it is different from ROC curve. It covers implementation of area under precision recall curve in Python, R and SAS.
| | antoinevastel.com
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| | How to automatically explore a bot/proxy IP blocklist and extract statistics using Git-python and Matplotlib.
| | www.jeremymorgan.com
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| Want to learn about PyTorch? Of course you do. This tutorial covers PyTorch basics, creating a simple neural network, and applying it to classify handwritten digits.