[PDF] Top 20 Optimization of C4.5 Decision Tree Algorithm for Data Mining Application
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Optimization of C4.5 Decision Tree Algorithm for Data Mining Application
... supervised data mining on the target data ...numeric data as well as give a classification (amongst a predefined set of ...C4.5 decision tree learning became ...the ... See full document
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Improvement and Application of Decision Tree C4 5 Algorithm
... improved algorithm is: When a certain node of the decision tree needs to be split, the information entropy of each instance subset related to that node is calculated in ...the decision ... See full document
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A Novel Approach to Construct Decision Tree Using Quick C4.5 Algorithm
... C4.5 algorithm which highlights some efficiency ...C4.5 algorithm, which comprehensive utilized technologies of several improved ...C4.5 algorithm. This algorithm uses quick sort, so the ... See full document
6
Analytical Research on Decision Tree Algorithm and Naive Bayesian Classification Algorithm for Data Mining
... During the late 1970s and early 1980s, J. Ross Quinlan, a researcher in machine learning, developed a decision tree algorithm known as ID3 (Iterative Dichotomiser). This work expanded on earlier work ... See full document
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Data Mining Techniques for Predicting Immunize-able Diseases: Nigeria as a Case Study
... (3) data mining techniques: ANN, Decision Tree Algorithm and Naïve Bayes ...These data mining techniques provided the means by which hidden information were discovered for ... See full document
11
A Data Mining System for Predicting University Students’ Graduation Grades Using ID3 Decision Tree Algorithm
... educational data mining to identify up to what extent the enrolment data can be used to predict students’ ...enrolment data of information system students of Open Polytechnic of New Zealand to ... See full document
26
Phishing Website Detection Using C4 5 Decision Tree
... Abstract. Among various anti-phishing solutions, Machine Learning techniques are considered to be promising. The purpose of this study was to evaluate the effect of C4.5 decision tree algorithm on ... See full document
6
Classification and performance evaluation using data mining algorithms
... & 5 for J48-decision tree algorithm and figure 7, 8 & 9 for Naïve Bayesian algorithm) the effect of varying the probability threshold above which an instance is assigned to that ... See full document
6
PERFORMANCE ANALYSIS OF STUDENTS CONSUMING ALCOHOL USING DATA MINING TECHNIQUES
... other data related to student, different classifiers are studied and the experiments are conducted to find the best classifier for predicting the performance of the students who consume ...using data ... See full document
13
An Improved Data Utility Model For Privacy Preserving Data Mining Using Decision Tree Algorithm
... use data effectively consumers' privacy and work is focused on mining association ...combine mining of association ...Utility Mining (PPUM) discussed by ...utility mining, and then ... See full document
7
Weather Prediction Using J48, EM And K-Means Clustering Algorithms
... ABSRACT: Data mining is the computer assisted process of digging through and analyzing immense sets of data and then extracting the relevant ...data. Data mining tools predicts ... See full document
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Hybrid Decision Tree and Naïve Bayes Classifier for Predicting Study Period and Predicate of Student’s Graduation
... student data at institutionsof higher education to discover hidden patterns and knowledge by designing an information ...hybrid decision tree and naïve bayes classifier to predict the study period ... See full document
7
Data Mining for Detecting E-learning Courses Anomalies: An Application of Decision Tree Algorithm
... (DT) algorithm selects attributes according to its importance and its impact on learners' ...obtained algorithm shows that the score is the most influencing one giving the best ...the algorithm ... See full document
8
Prediction of Heart Disease using Decision Tree a Data Mining Technique
... different data mining techniques to help health care professionals with improved accuracy in the diagnosis of heart disease using neural network, Naive Bayes, Genetic algorithm and Decision ... See full document
8
Assessment of Decision Tree Algorithms on Student’s Recital
... a decision tree model to predict loyal student to increase educational ...that data mining is a powerful technology which can be used to predict faithful students with 90% ...common ... See full document
7
Algorithm to detect nitrogen foliar deficiency in bean crops applying digital image processing and data mining
... the application of the techniques of Machine- learning in the live stock production, techniques among which stands out the one known as KDD (Knowledge Discovery in ...numerous data contained in it, ... See full document
6
Predicting and Analysis of Student Performance Using Decision Tree Technique
... education data modelling. There is an increase in their application within the last six years ...using data mining technique like classification, decision tree algorithm ... See full document
10
Improved C4.5 Decision Tree Classifier Algorithm for Analysis of Data Mining Application
... Abstract: Decision tree is an important method for both induction research and data mining, which is mainly used for model classification and ...C4.5 algorithm is the most widely used ... See full document
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AN ENHANCED RULE APPROACH FOR NETWORK INTRUSION DETECTION USING EFFICIENT DATA ADAPTED DECISION TREE ALGORITHM
... Data mining has been used extensively and broadly by several network ...the data integrity, confidentiality and system availability from ...the data mining techniques to analyze the ... See full document
8
EDM: An analysis of learner’s academics performance based on Frequent Pattern Tree Algorithm
... of algorithm and statistical analysis used in this ...for mining algorithm specifically on educational ...many decision tree algorithms like ID3, J48, ...pattern mining ... See full document
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