Sampling techniques

One of the most popular methods for solving the class imbalance problems is sampling. The most used sampling techniques are undersampling and oversampling. In undersampling, instances of the minority and majority classes are selected randomly in order to achieve a balanced stratified sample with equal class distributions, often using all instances of the minority class and only a subset of the majority class, or undersampling both classes for even smaller subsets with equal class sizes. Alternatively

Title “Influence of Multichannel Selling Strategies Towards Consumer Buying Behaviour” Introduction The research dissertation that is proposed throughout this paper brings an indication towards the topic of multichannel enhancement. The topic has seen a major shift in how consumers are using the multichannel environment to purchase more and more than ever before (Jones, 2013). The retail environment has evolved with this consumer shift, in becoming more dynamic towards the customer’s needs and creating

INTRODUCTION 1.1 Rationale of the study: The rationale of the study is to conduct a research and to analyze the current problem faced by the company which is low brand awareness in the customers. Company is trying to provide quality products despite that customer are proffering other brands. The objective is to provide best possible solutions for the company so that it can overcome its difficulty of low brand awareness. 1.2 Research Objectives: • To analyze the effect of price on low brand awareness

Chapter 3- Research Methodology This chapter will explain the key factors , variables and relationship among theories. It will also present detailed idea about how the research will be done. This will include the Research design, research strategy , data collection methods and data analysis. At the end of this chapter validity and reliability issues will be discussed to follow the quality standards of the research. Research includes any gathering data, information and facts for the advancement of

Chapter -1 Introduction Introduction About the internship: These grants are designed to provide students participating in field experience to share knowledge and also the opportunity to experience the relationship between the academic background of the student and his field work also to help participants who have participated in the major research project, which will enrich your experience practices. The 10-week internship was conducted during the fourth semester f MBA, because it serves the purposes

achieve the purpose and objectives of the study. It describes the research design, target population, sample size and sample selection, research instruments to be used, their reliability and validity, procedures for data collections, data analysis techniques, and ethical considerations. 3.2 Research Design This study will use concurrent triangulation design with mixed methodologies of collecting data. Cresswell (2014) opined that using mixed methods is imperative in capturing the best of both quantitative

requirement? • If you are planning to investigate physiological parameters to back-up your behavioural observations, make sure you are familiar with the legislation and zoospecific regulations for invasive sampling procedures. The Zoo Federation Research Group has produced Sampling Guidelines that

7. Research Methodology Methodology is a way to systematically solve the research problems. It explains the various steps that are generally adopted by a researcher in studying the research problem with logic behind them. Research Design The research design is the basic framework or a plan for a study that guides the collection of data and analysis of data. In this market survey the design used is used Descriptive Research Design. It includes surveys and fact-finding enquiries of different kinds

Executive summary India’s food processing industry is one of the largest industries in the country. It is ranked fifth in terms of production, consumption, export and expected growth. The industry employs 1.6 million workers directly. Now time is to provide better food processing and marketing infrastructure for Indian industries to serve good quality and safest processed food like ready to eat food, keeping in mind the changing tastes and life style of the Indian demography. Hence MTR has come

a way as to produce beauty of form, harmony, and expression of emotion.” It is said that music has been here since prehistoric times, from a cave painting. Since then, music has “upgraded” or adapted and has been made with new technology and new techniques. Each century had a sort of popular type of music or a type of music that can describe that century. There are a huge range of genres that have been made since then, from Hip Hop to Country, Or Pop, Rock, Electronic music and so much more. There