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The method of stratified K-fold cross-validation and machine learning steps.

The method of stratified K-fold cross-validation and machine learning steps.

<p>The method of stratified K-fold cross-validation and machine learning steps.</p>

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Bibliographic Details
Main Author: Kazi Arman Ahmed (21567972) (author)
Other Authors: Israt Humaira (21567975) (author), Ashiqur Rahman Khan (21567978) (author), Md Shamim Hasan (20721344) (author), Mukitul Islam (21567981) (author), Anik Roy (11688974) (author), Mehrab Karim (21567984) (author), Mezbah Uddin (21567987) (author), Ashique Mohammad (21567990) (author), Md Doulotuzzaman Xames (21567993) (author)
Published: 2025
Subjects:
Biotechnology
Cancer
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
Information Systems not elsewhere classified
predicting breast cancer
necessitating improved approaches
improve prediction performance
improve prediction accuracy
breast cancer diagnosis
traditional ml models
models using original
based ensemble strategies
ensemble models
ml models
two stages
third phases
synthetic datasets
study demonstrated
stratified k
rising incidence
original dataset
mortality rates
model ensembles
including knn
gaussian copula
fold cross
first stage
findings underscore
deep learning
comparative analysis
based multi
aiding decision
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