A Performance Evaluation of Classification Algorithms for Big Data
نویسندگان
چکیده
منابع مشابه
Classification Algorithms for Big Data Analysis, a Map Reduce Approach
Since many years ago, the scientific community is concerned about how to increase the accuracy of different classification methods, and major achievements have been made so far. Besides this issue, the increasing amount of data that is being generated every day by remote sensors raises more challenges to be overcome. In this work, a tool within the scope of InterIMAGE Cloud Platform (ICP), whic...
متن کاملEvaluation of Data Mining Algorithms for Detection of Liver Disease
Background and Aim: The liver, as one of the largest internal organs in the body, is responsible for many vital functions including purifying and purifying blood, regulating the body's hormones, preserving glucose, and the body. Therefore, disruptions in the functioning of these problems will sometimes be irreparable. Early prediction of these diseases will help their early and effective treatm...
متن کاملPerformance Evaluation of Big Data Transmission Models
Transferring massive data sets across shared communication links are non-trivial tasks that require significant resources and coordination. There are currently two main approaches for servicing these types of big data transmissions: end-to-end and store-and-forward. In end-to-end, one or more data streams are opened between the sender and receiver, and data are transmitted directly over these l...
متن کاملPerformance Evaluation of Rule Based Classification Algorithms
The growth of the internet has created a vast new arena for information generation. There is huge amount of data available in Information Industry. Databases today can range in size of the terabytes or more bytes of data. To address these issues, researchers turned to a new research area called Data Mining. Data mining is a technology that blends traditional data analysis methods with sophistic...
متن کاملA Fuzzy TOPSIS Approach for Big Data Analytics Platform Selection
Big data sizes are constantly increasing. Big data analytics is where advanced analytic techniques are applied on big data sets. Analytics based on large data samples reveals and leverages business change. The popularity of big data analytics platforms, which are often available as open-source, has not remained unnoticed by big companies. Google uses MapReduce for PageRank and inverted indexes....
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: Procedia Computer Science
سال: 2017
ISSN: 1877-0509
DOI: 10.1016/j.procs.2017.11.479