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    • How to create text classifiers with Machine Learning

      Building a quality machine learning model for text classification can be a challenging process. You need to define the tags that you will use, gather data for training the classifier, tag your samples, among other things. On this post, we will describe the

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    • machine learning What is a Classifier? Cross Validated

      A 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

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    • classifier machine, classifier machine Suppliers and

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    • Statistical classification

      In 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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    • Choosing what kind of classifier to use Stanford NLP Group

      Choosing what kind of classifier to use Often one of the biggest practical challenges in fielding a machine learning classifier in real applications is creating or obtaining enough training data. For many problems and algorithms, hundreds or thousands of examples from each class are required to produce a high performance classifier and many

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    • Universiti Teknologi Malaysia Institutional Repository No

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    • Which machine learning classifier to choose, in general

      So, 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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