Predicting Breast Cancer Survivability Using Data Mining Techniques
Omead Hussain
Broschiertes Buch

Predicting Breast Cancer Survivability Using Data Mining Techniques

Comparing between three modeling tools which are : Artificial neural network, decision trees and logistic regression

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This book concentrates on Predicting Breast Cancer Survivability using data mining, and comparing between three main predictive modeling tools. Precisely, we used three popular data mining methods, and aimed to choose the best model through the efficiency of each model and with the most effective variables to these models and the most common important predictor. We defined the three main modeling aims and uses by demonstrating the purpose of the modeling. By using data mining, we can begin to characterize and describe trends and patterns that reside in data and information. The preprocessed da...