[PDF] Top 20 Comparative Analysis of Classification Techniques in Data Mining Using Different Datasets
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Comparative Analysis of Classification Techniques in Data Mining Using Different Datasets
... Artificial neural networks (ANNs) are stimulated by biological neural networks that correspond to brain image for information processing. Similar to human brains, neural networks are also consisting of processing units ... See full document
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Comparative Analysis of Classification Algorithms on Different Datasets using WEKA
... Data mining is the process to pull out patterns from large datasets by joining methods from statistics and artificial intelligence with database ...efficient data analysis is required. ... See full document
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Comparative Analysis of Gestational Diabetes using Data Mining Techniques
... four data mining techniques namely, NBT, Ridor, NB and J48 relies on the careful KDD steps could be used to classification in medical ...the techniques is validated by recall, precision ... See full document
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Performance Analysis of Data Mining Classification Techniques
... in data that do not conform to expected ...discussed different ways in which the problem of anomaly detection has been formulated, and provide an overview of the huge literature on various ... See full document
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IJCSMC, Vol. 6, Issue. 11, November 2017, pg.38 – 42 An Analysis on Removal of Duplicate Records using Different Types of Data Mining Techniques: A Survey
... linkage techniques, as well as to compare existing linkage techniques with new ...linkage techniques at low ...advanced techniques for data cleaning and standardization, indexing ... See full document
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Detailed Analysis of Classification Techniques in Data Mining
... as data segmentation because it partitions large datasets into groups as per the similarity of ...the different groups. To determine the similarity between two data objects, a metric from the ... See full document
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Comparative Study On Effort Estimation Using Different Data Mining Techniques
... ML techniques like Least-squares multiple linear regression and Neural Network ...their analysis show that the predictive accuracy of different ML techniques varies according to the dataset ... See full document
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Analysis of Heart Disease Prediction System using Data Mining Techniques
... system using data mining techniques.They have used three different classification techniques such as K-means classification, Decision tree and MAFIA(A Maximal Frequent ... See full document
8
Building Predictive Models For Data Mining Projects
... for data mining projects and knowledge discovery ...1) data selection and transformation, 2) Generation of a prediction models using classification data mining ... See full document
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AGRICULTURAL SOIL LIME STATUS ANALYSIS USING DATA MINING CLASSIFICATION TECHNIQUES
... for classification. They taking a sample data set and comparing with different rule-based classifiers such as, Conjunctive Rule Classifier, Decision Table Classifier, DTNB classifier, JRip ... See full document
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Performance Analysis of Various Data Mining Classification Techniques using Neural Networks
... the data mining issues is classification. Different algorithms have been intended to handle the issue by specialists in distinctive fields, for example, numerical programming, machine ... See full document
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Prototype analysis of different data mining Classification and Clustering approaches
... is mining and analysis of data with different formations in meaningful parameter sequences and ...from data warehouses to suitable storage and manage information in multi-dimensional ... See full document
7
Prediction of Skin Disease using Decision Tree and Artificial Neural Network (ANN)
... a comparative evaluation on two data mining classification techniques; Decision Tree and Multi-layer Neural Network apply for the prediction of skin ...experimental analysis were ... See full document
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DATA MINING CLASSIFICATION TECHNIQUES ON THE ANALYSIS OF STUDENT’S PERFORMANCE.
... of datasets based on the performance of 300 students which consists of 225 males and 75 females studying in a college affiliated to Punjab University of ...regression analysis method was adopted in this ... See full document
17
Performance Analysis of Data Mining Classification Techniques on Public Health Care Data
... 84.4% data correctly while logistic regression classifies 83.63% data correctly but LR takes 54 seconds and ANN takes 11 seconds to ...more data and higher dimensional feature space, using ANN ... See full document
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Association Technique on Prediction of Chronic Diseases Using Apriori Algorithm
... treatments. Data mining techniques like classification, association, clustering are applied to healthcare datasets to analyses data to improve health policy-making, early ... See full document
5
Comparison of Various Classification Techniques Using Different Data Mining Tools for Diabetes Diagnosis
... This data set is extracted from a larger database origin- nally owned by the National Institute of Diabetes and Digestive and Kidney ...The data set in the UCI repository contains 768 observations and 9 ... See full document
13
REVIEW ON EDUCATIONAL DATA MINING TECHNIQUES
... Educational Data Mining, phases of Educational Data Mining, Educational data Mining Techniques as well as the challenges of Educational Data ...the ... See full document
9
Comparative Analysis of Various Data Mining Techniques on Educational Datasets
... in different forms such as classification (If-Then) rules, decision tree, mathematical formula or neural ...small data. Decision tree induction algorithms can be used for classification in ... See full document
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A Comparative Performance Analysis of Classification Algorithms Using Weka Tool Of Data Mining Techniques
... the data mining and machine learning, research communities, because it is the only toolkit that has gained such widespread adoption and survived for an extended period of time ...the data ... See full document
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