[PDF][PDF] Efficient classification of data using decision tree

BN Patel, SG Prajapati, KI Lakhtaria - Bonfring international journal …, 2012 - academia.edu
Data classification means categorization of data into different category according to rules.
The aim of this proposed research is to extract a kind of “structure” from a sample of objects …

[PDF][PDF] A study of some data mining classification techniques

SM Gorade, A Deo, P Purohit - International Research Journal of …, 2017 - academia.edu
An Classification is one the most useful and important techniques. Classification techniques
are useful to handle large amount of data. Classification is used to predict categorical class …

[PDF][PDF] Performance evaluation of the data mining classification methods

C Oprea, Ș Ti - Information society and sustainable development, 2014 - utgjiu.ro
The paper aims to analyze how the performance evaluation of different classification models
from data mining process. Classification is the most widely used data mining technique of …

[PDF][PDF] Study and Evaluation of classification algorithms in data mining

A Verma - Int. Res. J. Eng. Technol, 2018 - academia.edu
Data Mining is the process of discovering hidden or unknown patterns in huge datasets that
are potentially useful and ultimately understandable. The goal of data mining is to extract …

[PDF][PDF] Survey on classification algorithms for data mining:(comparison and evaluation)

DL Abd AL-Nabi, SS Ahmed - International Journal of Computer …, 2013 - academia.edu
Data mining concept is growing fast in popularity, it is a technology that involving methods at
the intersection of (Artificial intelligent, Machine learning, Statistics and database system) …

[PDF][PDF] Survey of classification techniques in data mining

V Krishnaiah, G Narsimha… - International Journal of …, 2014 - academia.edu
Classification in data mining is a technique based on machine learning algorithms which
uses mathematics, statistics, probability distributions and artificial intelligence... To predict …

Decision trees in large data sets

Z Çetinkaya, F Horasan - International Journal of Engineering …, 2021 - dergipark.org.tr
Data mining is the process of obtaining information, which is used to identify and define the
relationships between data of different qualities. One of the important problems encountered …

[PDF][PDF] Comparative analysis of serial decision tree classification algorithms

MN Anyanwu, SG Shiva - … Journal of Computer Science and Security, 2009 - Citeseer
Classification of data objects based on a predefined knowledge of the objects is a data
mining and knowledge management technique used in grouping similar data objects …

[HTML][HTML] A comparative study of classification techniques in data mining algorithms

SS Nikam - Oriental Journal of Computer Science and …, 2015 - computerscijournal.org
Classification is used to find out in which group each data instance is related within a given
dataset. It is used for classifying data into different classes according to some constrains …

[PDF][PDF] Implementation of decision tree algorithm c4. 5

H Chauhan, A Chauhan - … of Scientific and …, 2013 - deepalipawar.wordpress.com
Data classification is a form of data analysis that can be used to extract models describing
important data classes. There are many classification algorithms but decision tree is the …