[PDF] Top 20 Detailed Analysis of Classification Techniques in Data Mining
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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 ...two data objects, a metric from the datasets (distance function) is used by the clustering ...clustering ... See full document
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Analysis of various data mining classification techniques to predict diabetes mellitus
... Data Classification is an important application area in prediction mining in the medical data sets why because classifying millions of patient’s records manually is an expensive and time ... See full document
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Survey Of Classification Techniques In Data Mining
... various classification techniques used in data mining and a study on each of ...them. Data mining is a wide area that integrates techniques from various fields including ... See full document
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Performance Analysis of Various Data Mining Classification Techniques using Neural Networks
... The data mining means, the knowledge extraction from expansive ...recognition, data recovery, machine learning, parallel, perception and circulated ...information mining, for example, client ... See full document
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AGRICULTURAL SOIL LIME STATUS ANALYSIS USING DATA MINING CLASSIFICATION TECHNIQUES
... Data Mining is one of the emerging research fields in Agriculture soil ...of Data Mining Classification Techniques in agricultural field on analyzing the soil ...various ... See full document
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A SURVEY ON THE CLASSIFICATION TECHNIQUES IN EDUCATIONAL DATA MINING
... in data mining and educational system, educational data mining is the emerging topic for research ...Educational data mining means to extract the hidden knowledge from large ... See full document
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Comparative Analysis of Classification Techniques in Data Mining Using Different Datasets
... Data mining consists of number of techniques which are used to mine appropriate and interesting knowledge from ...data. Data mining has some tasks such as association rule ... See full document
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A Comparative Study of Classification Techniques in Data Mining Algorithms
... in data mining and a study on each of them. Data mining can be used in a wide area that integrates techniques from various fields including machine learning, Network intrusion ... See full document
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Performance Analysis of Data Mining Classification Techniques
... ABSTRACT: Data mining is the process of analyzing data from large dataset and transforms it into an understandable structure using data mining ...major classification ... See full document
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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 will ... See full document
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Survey of Classification Techniques in Data Mining
... training data would be the root node of the ...training data such as information gain (Hunt et ...divided data, creating sub-trees until the training data is divided into subsets of the same ... See full document
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Researchon Classification Techniques in Data Mining
... unique techniques are endorsed for the making of ensemble of ...kind techniques to many numbers of markers has a capability danger gaining up randomly associated ... See full document
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DATA MINING CLASSIFICATION TECHNIQUES ON THE ANALYSIS OF STUDENT’S PERFORMANCE.
... regression analysis method was adopted in this work and it stated that factors like mother’s education and student’s family income were highly correlated with the academic performance of ... See full document
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PREDICT THE USAGE OF LAPTOPS AMONG STUDENTS IN RURAL AREAS USING WEKA TOOL
... The classification based on the purpose of usage of laptops using data mining techniques by implementing the ...in data mining technique used to predict group of categories for ... See full document
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Application of data mining techniques for medical data classification: a review
... advanced data mining techniques have hit the ...age data mining techniques embrace traditional and more recent sophisticated classification ...Both classification ... See full document
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An Experimental Analysis of Various Data Mining Techniques for Software Bug Classification
... The data of the software bug is contained in the repository, called the software bug ...of data, different types of data mining techniques may be applied to extract the hidden ... See full document
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Comparative Analysis of Various Data Mining Techniques on Educational Datasets
... A classification model can be represented in different forms like neural network and decision tree which is shown in ...in data and well suited for prediction or forecasting ... See full document
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DECISION TREE ANALYSIS ON J48 AND RANDOM FOREST ALGORITHM FOR DATA MINING USING BREAST CANCER MICROARRAY DATASET.
... applied data mining technique, which employs a set of pre-classified examples to develop a model that can classify the population of records at ...network-based classification algorithms. The ... See full document
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An investigation into the issues of multi-agent data mining
... the data mining system comprises several data sites, each with its own resources, databases, and agents, EMADS supports a number of protocols that allow the data sites to collaborate ... See full document
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Prototype analysis of different data mining Classification and Clustering approaches
... spatial data in the presence of obstacles, instead of regular Euclidean distance, short length path between different data points ...feedback data); (3) problems with uniform distribution in higher ... See full document
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