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Bagging the Best: A Hybrid SVM-KNN Ensemble for Accurate and Early Detection of Alzheimer's and Parkinson's Diseases.
Noushath Shaffi
Viswan Vimbi
Mufti Mahmud
Karthikeyan Subramanian
Faizal Hajamohideen
Published in:
BI (2023)
Keyphrases
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knn
early detection
majority voting
k nearest neighbor
voting methods
early diagnosis
ensemble methods
support vector machine svm
ensemble learning
nearest neighbor
bootstrap sampling
text categorization
neural network
random forest
breast cancer
k nearest neighbour
base classifiers
automatic diagnosis
diabetic retinopathy
distance function
imbalanced data
classification algorithm
feature selection
similarity search
ensemble classifier
classifier ensemble
generalization ability
random forests
support vector machine
classification method
skin cancer
ensemble members
training set
lung cancer
knn algorithm
learning algorithm
computer aided diagnosis
decision trees
computer aided
benchmark datasets
prediction accuracy
text classification
multi class
support vector
binary classification
machine learning methods
naive bayes