[PDF] Top 20 Document Text Classification Using Support Vector Machine
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Document Text Classification Using Support Vector Machine
... engineering, machine learning and artificial intelligence focus on the interactions between human's languages and computer machines, by simplicity , how the computers will understand and analyze huge amounts of ... See full document
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Automatic Marathi Text Classification
... automatic text classification and structuring of this e-content has become the need of the ...Automatic text classification is the process of assigning a category or categories to a new test ... See full document
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Support Vector Machine versus k-Nearest Neighbor for Arabic Text Classification
... the Vector Space Model (VSM), then vectors were split into two sets, training and testing ...test document represented as a vector in the space model by comparing it to all training documents ... See full document
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CLASSIFICATION OF ELECTROCARDIOGRAM SIGNALS WITH SUPPORT VECTOR MACHINE AND RELEVANCE VECTOR MACHINE
... the classification of ECG signals often involves the simultaneous discrimination of numerous information ...multiclass classification strategies can be adopted [15], ... See full document
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Copy move image classification by feature optimization with support vector machine approach
... and classification by point base and block base features SIFT and SURF Respectively but use ant colony optimization in matching and feature selection phases ,in case of SIFT features and proposed SIFT with ACO ... See full document
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A Review On Parkinson's Disease Diagnosis Through Speech
... the classification stage, a Support Vector Machine (SVM) implementation of the algorithm was used with C-SVC (Support Vector Classification) kernel type and Radial Basis ... See full document
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Gender classification in human gait using support vector machine
... In computer vision, motion analysis of the human body usually involves segmenting, tracking and recovering the human body motion in an image sequence. Fig. 1 shows the system architecture used within this study. Here, a ... See full document
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The application of the support vector machine to the classification
... Result The misclassification rate of 0.0091 for decision tree and 0.138 for SVM indicate that Support Vector Machine does not perform as well as the decision tree for this set of data 0.[r] ... See full document
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Web Page Classification Using Feature Selection Techniques
... page classification with html tag and inverse document within each tag - combination as features classifies web pages more ...the classification with 89.54 % accuracy, while Support ... See full document
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Machine Learning for Real Estate Contracts – Automatic Categorization of Text
... automatic text classification and analyses existing solutions to major issues such as dealing with unstructured text, handling large number of features and selecting a machine learning ... See full document
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Brain Tumor Classification using Support Vector Machine
... A support vector machine (SVM) is a supervised learning algorithm based on statistical learning ...data. Classification in the context of SVMs is done using the following ... See full document
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Query classification using topic models and support vector machine
... This paper describes a query classification system for a specialized domain. We take as a case study queries asked to a search engine of an art, cultural and history library and clas- sify them against the library ... See full document
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Email Spam Classification Using Support Vector Machine Algorithm
... [1] J. W. Yoon, H. Kim, and J. H. Huh, “Hybrid spam filtering for mobile communication,” computers & security, vol. 29, no. 4, pp. 446–459, 2010. [2] H. He and E. A. Garcia, “Learning from imbalanced data,” IEEE ... See full document
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CLASSIFICATION OF LEAF DISEASES IN APPLE USING SUPPORT VECTOR MACHINE
... In the proposed system, First RGB image is transformed into HSV color space and the color feature is extracted from it. Only H component is taken for further analysis while extracting the texture feature [9]. As green ... See full document
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Improved Protein Function Classification Using Support Vector Machine
... After classification process we came across some good results defining the differentiation of two protein ...SVM classification as well we have also used curve fitting tool to validate our results and to ... See full document
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Attribute Based Face Classification Using Support Vector Machine
... First, consider the case where the data can be separated into two groups by a hyperplane without any training errors. If the data have this property, they are said as linearly separable and hyperplane that separates data ... See full document
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Complaint Classification Using Support Vector Machine for Indonesian Text Dataset
... of text classification, one of text classification algorithms that can be applied is support vector machine ...data classification and feature selection ... See full document
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Text Classification Mining Support on Categorize Support Vector Machine Based on GA
... exceptional machine learning technique ...web text information, and merge the particular prevalence of classify SVM possess, a web categorization mining technique based on classify SVM is obtainable in this ... See full document
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Classification of power disturbances using multilevel support vector Machine
... and classification system so that accordingly mitigation action can be carried ...and classification of events [16]. For the classification of PQ events, feature extraction and classification ... See full document
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Text Document categorization using support vector machine
... Text data is composed of terms grouped into sentences and paragraphs. One technique to represent text data using the vector space model breaks down the textual data into a set of terms. Each ... See full document
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