[PDF] Top 20 Predicting and Analysis of Student Performance Using Decision Tree Technique
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Predicting and Analysis of Student Performance Using Decision Tree Technique
... are using for education data ...single technique in their studies on student evaluations like those mentioned ...their performance. In this study measures the student performance ... See full document
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Predicting Student Performance in Higher Education Institutions Using Decision Tree Analysis
... collective student information through a questionnaire (based on LimeSurvey and Google Form) as well as classify the collected data to predict and categorize student ...affect student ... See full document
6
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... of predicting student performance has become a crucial factor in academic environment and plays significant role in producing quality ...analyzing, predicting and classifying student ... See full document
5
ID3 Classifier for Pupils' Status Prediction
... Classification, Decision Trees, Rule Induction, Nearest Neighbors, Neural Networks, Clustering, Genetic Algorithms, Exploratory Factor Analysis and Stepwise ...Each technique provides different sort ... See full document
5
Analysis of Student Performance Using Data Mining Technique
... build performance prediction model based on students’ social integration, academic integration, and various emotional skills which have not been considered so ...Random Tree have been applied to the records ... See full document
5
Intelligent data mining of feedback from students for improving college infra
... better performance of students the research is focused on the performance of data mining model , and they also go through the student’s personal life, previous-university and current university ...the ... See full document
6
PREDICTION OF STUDENT RESULT USING DECISION TREE
... as student enrollment and attendance records, as well as their examination ...enhance student learning ...the performance at the end of the semester [5] .Measuring student performance ... See full document
6
A Prediction Model for Child Development Analysis using Naive Bayes and Decision Tree Fusion Technique – NB Tree
... development analysis. The framework for predicting child development analysis uses a Hybrid Naive Bayes and Decision Tree ...outperform Decision Trees and NBCs ... See full document
6
Predicting Academic Success from Student Enrolment Data using Decision Tree Technique
... The Indian education system has witnessed significant expansion in recent years, both in terms of the number of institutions as well as the student enrollment. There is a massive growth in self financed higher ... See full document
6
Performance Analysis on Uncertain Data using Decision Tree
... the decision tree algorithms and concluded that C4.5 decision tree algorithm has a much better performance than the other two techniques based on their researches ...[8]. ... See full document
5
Student’s Performance Analysis using Decision Tree Algorithms
... students’ performance in CSC207 (Internet Technology and Programming I) a 200 level course in the department of Computer, Library and Information ...students’ performance, classification task is used in ... See full document
8
Predictive Analytics for Placement of Student A Comparative Study
... classification technique like Bayesian method, multilayer perceptrons and sequential minimal optimization (SMO), Ensemble methods, decision tress using WEKA and emotional skill like assertion, ... See full document
7
Performance Analysis of Decision Tree Algorithms on Mushroom Dataset
... Hoeffding Tree Algorithm: Hoeffding Tree uses a statistical method called the Hoeffding bound or additive Cher off bound to decide the splitting criterion of the attribute while constructing the tree ... See full document
11
Decision Tree Approach for Predicting Customers Credit Risk
... risk analysis and management is important to financial institutions which provide loans to businesses and ...approval decision process for efficient functioning of the banking ...for predicting ... See full document
5
DATA MINING CLASSIFICATION TECHNIQUES ON THE ANALYSIS OF STUDENT’S PERFORMANCE.
... the predicting of useful information obtained from the educational database which yields to an improvement in the performance and also enhances the possibilities of a better understanding of the students to ... See full document
17
Forecasting Student Academic Performance by Decision Tree Learning Using Artificial Neural Networks
... college student achievement with high ...for predicting student performance, Shahiri, Husain & Rashid [10] found that cumulative grade point average (CGPA) is the most influence attribute ... See full document
7
Usage of Data Mining Techniques in Predicting the Heart Diseases Decision Tree & Random Forest Algorithm
... Many new techniques and algorithms of data mining have been used for predicting heart diseases. Data mining proved its efficiency in most of the areas to achieve improved accuracy and performance mostly in ... See full document
5
A Framework for Dynamic Faculty Support System to Analyze Student Course Data
... student’s performance in a course. Our framework uses open source analysis softwares and offers a simple easy to use client interface that can be used by any faculty for their ...Most analysis system ... See full document
5
An Analysis of Decision Tree Based Two Step Clustering Using Data Mining Technique
... an analysis of the prediction of survivability rate of breast cancer patients using data mining ...prediction performance [3]. Oyelade et al. described the ability of the student ... See full document
5
Study of Factors Analysis Affecting Academic Achievement of Undergraduate Students in International Program
... (Decision Tree and Bayesian Network) to predict students GPA at the end of the third year of undergraduate studies and at the end of the first year of postgraduate from two different ...complete ... See full document
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