[PDF] Top 20 ACCURACY ENHANCEMENT OF CLASSIFICATION ON PREDICTIVE DATA MINING MODEL
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ACCURACY ENHANCEMENT OF CLASSIFICATION ON PREDICTIVE DATA MINING MODEL
... Abstract: Data mining (DM) often referred as knowledge discovery in database a process of nontrivial extraction of implicit, previously unknown and potentiality useful information from a large volume of ... See full document
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PERFORMANCE ANALYSIS OF PREDICTIVE DATA MINING MODEL USING CONFUSION MATRIX
... Data mining involves many different algorithms to accomplish different ...a model to the data. A data mining model can be either predictive or descriptive in ...A ... See full document
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Title: Student Performance Analysis Using Data Mining Technique
... of data mining in higher education and explains how data mining saves resources while maximizing efficiency in ...on data mining models are the research topics of several papers ... See full document
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Comparison of methods of data mining techniques for the predictive accuracy
... the data set with predefined classes, and according to the value of K, the algorithm showed what class is mostly distributed around the ...training data set is large, in multi-class cases, and when there ... See full document
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Data Mining Techniques for Predicting Immunize-able Diseases: Nigeria as a Case Study
... using data mining techniques. [26] proposed a predictive cause of death ...the model helped in the generation of information that could accelerate progress towards ...of classification ... See full document
11
Agricultural Data Modeling and Yield Forecasting using Data Mining Techniques
... the model to predict crop yield using classification ...the model to predict crop yield using two classification techniques ...There accuracy is obtained by evaluating the ...adopting ... See full document
5
Empirical Study on Data Mining Techniques For Breast Cancer Diagnosis
... of accuracy, precession, sensitivity, specificity, false positive rate the efficiency is ...dimensional data to few ...dimensional data along with different ...for predictive analysis with an ... See full document
6
A Predictive Model for the Risk of Mental Illness in Nigeria Using Data Mining
... Decision Model for diagnosis of dementia, Alzheimer’s disease and Mild Cognitive ...BN model was considered as it is well suited for representing uncertainty and ...cases. Model was evaluated using ... See full document
12
Predictive Data Mining for Highly Imbalanced Classification
... for data cleaning/ undersampling. However, due to highly skewed data distribution, the SVM modeled on the original training dataset is prone to classify every sample to be ... See full document
5
Predictive Human Resource Analytics Using Data Mining Classification Techniques
... the enhancement of the correlation factor concerning the external variable and the components increases the correlation between the outside variable and the ...supervised classification task subset as a ... See full document
12
A Comparative Analysis of Classification Algorithms on Weather Dataset Using Data Mining Tool
... Data mining is that the method to extract or mine data from immense volume of ...Broadly data processing will be outlined because the task of extracting implicit, antecedently unknown ... See full document
5
A review on stock data prediction using predictive data mining techniques
... general, data classification is a two-step ...a model that describes a predetermined set of classes or concepts is built by analyzing a set of training database ...the model is tested using a ... See full document
5
Performance Analysis of Hybrid Swarm Intelligence Rule Induction Algorithm
... Abstract. Data mining is used to extract potential information from data ...from data base and display it in IF-THEN rule format. First the classification algorithm builds a ... See full document
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PREDICTIVE DATA MINING FRAMEWORK FOR MEDICAL DATA
... state-of-the-art classification method introduced in 1992 by Boser, Guyon, and ...high accuracy, ability to deal with high-dimensional data such as gene expression, and exibility in modeling diverse ... See full document
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BANKRUPTCY PREDICTION OF FIRMS USING THE DATA MINING METHOD
... using data mining method, 89 companies listed in Iranian Stock Exchange were chosen as samples for this study and the required data were estimated and extracted for a seven-year period ...the ... See full document
12
A Data Mining Based Malware Detection Model using Distinct API Call Sequences
... Everyday new versions of malicious software are developed by malware creators to evade detection by anti-malware engines. It became a serious threat for the information industry from the past decade. Despite so many ... See full document
7
An Association Rrule Data Classification with Optimization
... maintain mining algorithms wander cry out for make up to each of passes over the undiluted database, rear ravage come up to b become of time, and in the future, this problem will only become even ...Rule ... See full document
6
A Survey on Expert System using Classification Concept
... different classification techniques are used in different domain of expert ...the classification technique we compare the different classifier using ...different classification is ...FOR ... See full document
5
Analysis of privacy preserving distributed data mining protocols
... in data mining applications rather than the general secure multi-party computation ...the data mining tasks, instead of any general ... See full document
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A Comparative Study of Classification Techniques in Data Mining Algorithms
... on classification and so attention has focussed on decision-tree approaches in which classification results from a sequence of logical ...These classification results are capable of representing the ... See full document
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