نتایج جستجو برای: svm classifier
تعداد نتایج: 59967 فیلتر نتایج به سال:
(18)F-flutemetamol is a positron emission tomography (PET) tracer for in vivo amyloid imaging. The ability to classify amyloid scans in a binary manner as 'normal' versus 'Alzheimer-like', is of high clinical relevance. We evaluated whether a supervised machine learning technique, support vector machines (SVM), can replicate the assignments made by visual readers blind to the clinical diagnosis...
Web caching is a significantly important strategy for improving Web performance. In this paper, we design SmartCache, a router-based system of Web page load time reduction in home broadband access networks, which is composed of cache, SVM trainer and classifier, and browser extension. More specifically, the browser interacts with users to collect their experience satisfaction and prepare traini...
Abstract—Network traffic classification is the foundation of many network research works. In recent years, the research on traffic classification and identification based on machine learning method is a new research direction. Support Vector Machine (SVM) is the one of the machine learning method which performs good accuracy and stability. However, the traditional classification performance of...
UNLABELLED In this paper we discuss the problem of computer aided evaluation of the severity of steatosis disease using ultrasound images. The AIM of the study being to compare the automatic evaluation of liver steatosis using random forests (RF) and support vector machine (SVM) classifiers. MATERIAL AND METHOD One hundred and twenty consecutive patients with steatosis or normal liver, assess...
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