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In this statquest, we cut through all to get at the mos. In this statquest we talk about sensitivity and specificity to key concepts for evaluating machine learning methods. Combined with cross validation, it's how we decide which method.
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Gradient descent is the workhorse behind most of machine learning. Bias and variance are two fundamental concepts for machine learning, their intuition is just a little different from what you might have learned in your. One of the fundamental concepts in machine learning is cross validation.
When you fit a learning method to training dataset, you're probably using gradie. Machine learning is one of those things that chock full hype and confusion terminology. One of the fundamental concepts in machine learning is confusion matrix.