Analysis of breast cancer data: a comparative study on different feature selection techniques

2020 ◽  
Author(s):  
Kaouther Nouira ◽  
Zainab Maalej ◽  
Fahmi Ben Rejab ◽  
Linda Ouerfelly ◽  
Ahmed Ferchichi
Keyword(s):  
Breast Cancer ◽  
Feature Selection ◽  
Comparative Study ◽  
Breast Cancer Data ◽  
Cancer Data ◽  
Feature Selection Techniques

scholarly journals Research of Feature Selection Methods to Predict Breast Cancer

2019 ◽  
Vol 8 (2S11) ◽  
pp. 2353-2355 ◽  
Keyword(s):  
Breast Cancer ◽  
Feature Selection ◽  
Early Stage ◽  
Classification Methods ◽  
Selection Methods ◽  
Breast Cancer Data ◽  
Cancer Data ◽  
Cancer Breast ◽  
Data Mining Approach ◽  
The World

Human health is most important than anything in the world, one should take care of it. Among various disease, cancer is the most terrible and deadly disease, so it is necessary to predict such disease in early stage. In this paper different feature selection methods used for feature extraction with different feature classification methods to identify the breast cancer. Breast cancer data is taken from UCI repository and is processed using WEKA tool and proposed techniques are applied to classify data accurately. This study well defines that data mining approach is suitable for predicting breast cancer.

scholarly journals Domain expertise–agnostic feature selection for the analysis of breast cancer data*

2020 ◽  
Vol 108 ◽  
pp. 101928 ◽  
Author(s):  
Susanna Pozzoli ◽  
Amira Soliman ◽  
Leila Bahri ◽  
Rui Mamede Branca ◽  
Sarunas Girdzijauskas ◽  
...  
Keyword(s):  
Breast Cancer ◽  
Feature Selection ◽  
Breast Cancer Data ◽  
Cancer Data ◽  
Domain Expertise ◽  
Selection For
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