SUPPORT VECTOR MACHINES FOR ANALYZING FOR CODE SWITCHING AND CODE MIXING IN RURAL INDIAN LANGUAGES

Abstract

Code mixing is some one uses one word or phrase from one language to another language and Code Switching is the process of using entire sentences ,phrases and borrowed vocabulary from a different language . In this research paper ,we proposes a method which shows the potential of Support Vector Machines (SVM) as a computational tool for pattern recognition and understanding of code switching and code mixing in rural Indian languages. We Propose SVM-based technique for accurately locating occurrences of code switching and code mixing in natural language texts. In this approach SVM method is used to classify Code switching and Code Mixing texts from a large data set. Texts are classified for from SVM and results are showed Code Mixing and Code Switching texts separately.