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What is the difference between SVC and SVM in scikit-learn? They are just different implementations of the same algorithm The SVM module (SVC, NuSVC, etc) is a wrapper around the libsvm library and supports different kernels while LinearSVC is based on liblinear and only supports a linear kernel So: SVC(kernel = 'linear') is in theory "equivalent" to: LinearSVC()
c# - How do I generate the . svc file? - Stack Overflow This model is similar to the way ASMX pages are represented inside of an IIS application as asmx files A svc file contains a WCF-specific processing directive (@ServiceHost) that allows the WCF hosting infrastructure to activate hosted services in response to incoming messages
c# - HTTP 404 when accessing . svc file in IIS - Stack Overflow We had a similar problem, and the SVC handler was already correctly installed Our problem was the ExtensionlessUrl handler processing requests before they reached the SVC handler To check this - in Handler Mappings in IIS Manager at the web server level, view the list of handlers in order (it's an option on the right-hand side)
How do I add a . svc file in Visual Studio - Stack Overflow In my experience, an SVC file is a WCF service - create a WCF application from the projects list and then do an "Add new item" and add a new WCF service For it to do anything it will need the appropriate bindings and endpoints configuring and wiring up - before it can be called See also: WCF service Where to add svc file
machine learning - What is a good range of values for the svm. SVC . . . I am running into the problem that the hyperparameters of my svm SVC() are too wide such that the GridSearchCV() never gets completed! One idea is to use RandomizedSearchCV() instead But again, my dataset is relative big such that 500 iterations take about 1 hour!
What is the difference between using a . svc file and hosting the WCF . . . An svc file is for when you're hosting within IIS (it can now host without these in NET 4 0) Unless you have a reason to self host I'd strongly recommend sticking with IIS (WAS) as it provides so much of the hosting infrastructure for "free" UPDATE (11 16): Updated broken link to point to a comparative ASP NET forums post
soap - How to connect to a SVC endpoint? - Stack Overflow Given a URL that ends with svc and that is supposed to run a SOAP web service, how can I get some data from it? I tried: to access it via a web browser; to access it via the Python's library Zeep; to access it via the Microsoft utilitary svcutil exe; In all cases, I get a timeout error:
What is the difference between LinearSVC and SVC(kernel=linear)? LinearSVC uses the One-vs-All (also known as One-vs-Rest) multiclass reduction while SVC uses the One-vs-One multiclass reduction It is also noted here Also, for multi-class classification problem SVC fits N * (N - 1) 2 models where N is the amount of classes LinearSVC, by contrast, simply fits N models If the classification problem is
When should one use LinearSVC or SVC? - Stack Overflow Between SVC and LinearSVC, one important decision criterion is that LinearSVC tends to be faster to converge the larger the number of samples is This is due to the fact that the linear kernel is a special case, which is optimized for in Liblinear, but not in Libsvm