A Support Vector Machine-Firefly Algorithm for Movie Opinion Data Classification
نویسندگان
چکیده
منابع مشابه
Support Vector Machine For Functional Data Classification
Functional data analysis is a growing research field and numerous works present a generalization of the classical statistical methods to function classification or regression. In this paper, we focus on the problem of using Support Vector Machines (SVMs) for curve discrimination. We recall that important theoretical results for SVMs apply in functional space and propose simple functional kernel...
متن کاملHeart Rate Variability Classification using Support Vector Machine and Genetic Algorithm
Background: Electrocardiogram (ECG) is defined as an electrical signal, which represents cardiac activity. Heart rate variability (HRV) as the variation of interval between two consecutive heartbeats represents the balance between the sympathetic and parasympathetic branches of the autonomic nervous system.Objective: In this study, we aimed to evaluate the efficiency of discrete wavelet transfo...
متن کاملA Weighted Support Vector Machine for Data Classification
This paper presents a weighted support vector machine (WSVM) to improve the outlier sensitivity problem of standard support vector machine (SVM) for two-class data classification. The basic idea is to assign different weights to different data points such that the WSVM training algorithm learns the decision surface according to the relative importance of data points in the training data set. Th...
متن کاملAn Improvement in Support Vector Machines Algorithm with Imperialism Competitive Algorithm for Text Documents Classification
Due to the exponential growth of electronic texts, their organization and management requires a tool to provide information and data in search of users in the shortest possible time. Thus, classification methods have become very important in recent years. In natural language processing and especially text processing, one of the most basic tasks is automatic text classification. Moreover, text ...
متن کاملA Simple, Fast Support Vector Machine Algorithm for Data Mining
Support Vector Machines (SVM) and kernel related methods have shown to build accurate models but the learning task usually needs a quadratic programming, so that the learning task for large datasets requires big memory capacity and a long time. A new incremental, parallel and distributed SVM algorithm using linear or non linear kernels proposed in this paper aims at classifying very large datas...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: IJCCS (Indonesian Journal of Computing and Cybernetics Systems)
سال: 2019
ISSN: 2460-7258,1978-1520
DOI: 10.22146/ijccs.41302