A survey on data mining classification algorithms

S Umadevi, KSJ Marseline - 2017 International Conference on …, 2017 - ieeexplore.ieee.org
… The classification is one of the major tasks in data mining. The idea behind this is to classify
the given data records into one … Classification tasks can make use of any one strategy. If the …

[PDF][PDF] Data mining classification algorithms for kidney disease prediction

S Vijayarani, S Dhayanand - Int J Cybernetics Inform, 2015 - researchgate.net
… for predicting diseases namely classification, clustering, … kidney diseases using classification
algorithms such as … the best classification algorithm based on the classification accuracy …

Comparison of data mining classification algorithms determining the default risk

B Çığşar, D Ünal - Scientific Programming, 2019 - Wiley Online Library
data miningdata mining classification algorithms and use them to predict default risks,
avoid possible payment difficulties, and reduce potential problems in extending credit. The data

[PDF][PDF] Classification algorithms in data mining

SS Alaoui, Y Farhaoui, B Aksasse - Int. J. Tomogr. Simul, 2018 - researchgate.net
… In fact, several classification algorithms; including SimpleLogistic, Instance-based k-nearest …
data mining and knowledge discovery tool; Weka, we managed to pick the classification

A study on classification techniques in data mining

G Kesavaraj, S Sukumaran - 2013 fourth international …, 2013 - ieeexplore.ieee.org
algorithm, not a classification algorithm. … , a classification algorithm finds relationships
between the values of the predictors and the values of the target. Different classification algorithms

A method for improving the accuracy of data mining classification algorithms

N Mastrogiannis, B Boutsinas, I Giannikos - Computers & Operations …, 2009 - Elsevier
… of existing data mining classification algorithms. … data mining classification algorithms, and
then it assigns the classes that correspond to these rules, to the objects that must be classified

[PDF][PDF] Classification algorithms of data mining

K Deeba, B Amutha - Indian Journal …, 2016 - sciresol.s3.us-east-2.amazonaws …
… different classification techniques of data mining. Methods: In this paper some data mining
techniques like Decision tree algorithm, … Findings: Each algorithm has its own advantages and …

[PDF][PDF] Data mining algorithms: an overview

SR Joseph, H Hlomani, K Letsholo - Neuroscience, 2016 - researchgate.net
… See Table 1, it shows a summary of examples some of the supervised learning
classification algorithms. It shows a discussion of their strengths and limitations when handling …

[PDF][PDF] Student performance prediction by using data mining classification algorithms

D Kabakchieva - International journal of computer science and …, 2012 - researchgate.net
… the development of data mining models for predicting student performance by using four
data mining algorithms for classification – a Rule Learner, a Decision tree algorithm, a Neural …

[PDF][PDF] Data mining algorithms for classification

P Ozer - 2008 - Citeseer
… analyzes data set properties to find relations between them and the classification algorithms
… , this could also be caused by the classification algorithm itself. To really see the difference …