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Live ChatIn the last few years there has been growing interest in the use of machine learning classifiers for analyzing fMRI data. A growing number of studies has shown that machine learning classifiers can be used to extract exciting new information from neuroimaging data (see and for selective reviews).
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Live ChatA classifier can also refer to the field in the dataset which is the dependent variable of a statistical model. For example, in a churn model which predicts if a customer is at risk of cancelling his/her subscription, the classifier may be a binary 0/1 flag variable in the historical analytical dataset, off of which the model was developed, which signals if the record has churned (1) or not
Live ChatSep 18, 20150183;32;Let's begin with its motivation/intuition, that is why we need calibrated classifier, or what is a good classifier. Suppose you're designing a fraud detection system for Paypal or Alipay, you train a probabilistic classifier (such as Logistic Regression) using the huge transaction log/data labeled with quot;abnormalquot; or quot;normalquot;.
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Live ChatSo, if you have supervised data, train a Naive Bayes classifier. If you have unsupervised data, you can try k means clustering. Another resource is one of the lecture videos of the series of videos Stanford Machine Learning, which I watched a while back. In video 4 or 5, I think, the lecturer discusses some generally accepted conventions when
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Live ChatIn machine learning and statistics, classification is the problem of identifying to which of a set of categories (sub populations) a new observation belongs, on the basis of a training set of data containing observations (or instances) whose category membership is known. Examples are assigning a given email to the quot;spamquot; or quot;non spamquot; class, and assigning a diagnosis to a given patient based
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