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In Classification learning, an algorithm is presented with a set of classified examples or ‘‘instances’’ from which it is expected to infer a way of classifying unseen instances into one of several ‘‘classes’’.
Witten, Ian H.
core +5 more sources
Classification of Classifications: Species of Library Classifications
SI
M. Krishnamurthy+2 more
openaire +2 more sources
Classification of sports [PDF]
Competitive sports can place an athlete with a cardiovascular abnormality at medical risk because of an increase in work load on the heart or stress on the vascular system caused by increases in blood flow and pressure and increased body temperature.
Jere H. Mitchell+2 more
openaire +5 more sources
The genera Abaria Mosely 1948 and Drepanocentron Schmid 1982 are recorded in China for the first time. In this study, two new species, Abaria herringbona sp. nov., from Guang-xi, and Drepanocentron fuxiensis sp.
Lang Peng+3 more
doaj +1 more source
Bag of Tricks for Efficient Text Classification [PDF]
This paper explores a simple and efficient baseline for text classification. Our experiments show that our fast text classifier fastText is often on par with deep learning classifiers in terms of accuracy, and many orders of magnitude faster for training
Armand Joulin+3 more
semanticscholar +1 more source
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification [PDF]
Rectified activation units (rectifiers) are essential for state-of-the-art neural networks. In this work, we study rectifier neural networks for image classification from two aspects.
Kaiming He+3 more
semanticscholar +1 more source
Analysis of Sacrificial Anode Inspection Standards in Ships and Marine Engineering [PDF]
Cathodic protection utilizing sacrificial anodes is an effective method to prevent marine ships and marine engineering structures from corrosion in seawater.
XU Jianing
doaj +1 more source
Aims and method Recently, the Health of the Nation Outcome Scales 65+ (HoNOS65+) were revised. Twenty-five experts from Australia and New Zealand completed an anonymous web-based survey about the content validity of the revised measure, the HoNOS Older ...
Meredith G. Harris+10 more
doaj +1 more source
Design of electrical system to guarantee safety of small polar cruise ship after casualty
ObjectivesIn order to solve problems such as bad weather conditions, remote routes, long rescue time and no suitable port of call for rescue supplies, which are unique to polar routes and not conducive to personnel safety, this paper presents a design ...
Yan CUI, Yajuan GU
doaj +1 more source
Convolutional Neural Networks for Sentence Classification [PDF]
We report on a series of experiments with convolutional neural networks (CNN) trained on top of pre-trained word vectors for sentence-level classification tasks.
Yoon Kim
semanticscholar +1 more source