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      High quality synonyms and High quality antonyms. Top synonym for high quality (another word for high quality) is high quality.

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    • machine learning What is the best Classifier Stack

      Feb 06, 20130183;32;Since you have a fairly large number of training examples and a very high number of features, though, you'll probably want some kind of classifier that encourages feature sparsity. I'd try an SGD linear classifier with an L1 or elastic net penalty first. See also Andreas Mueller's flow chart of algorithms to try

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      The Bayes classifier is a useful benchmark in statistical classification. The excess risk of a general classifier (possibly depending on some training data) is defined as () (). Thus this non negative quantity is important for assessing the performance of different classification techniques.

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      Gold Classifiers Gold classifiers, also called sieves or screens, go hand in hand with a gold pan. Designed to fit on the top of 5 gallon plastic buckets used by most prospectors, and over most gold pans, the classifier's job is to screen out larger rocks and debris before you pan the material.

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    • Classifying Content Forcepoint

      The diagram below illustrates the granularity of each content classifier. Once you classify your data, you create a rule containing the content classifier and the conditions in which content should be considered a match. For example, if the content contains 3 keywords and an attachment over 2 MB, trigger an incident. In the rule, you define the

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      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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