Predicting Breast Cancer Survivability Using Data Mining Techniques

Name: Predicting Breast Cancer Survivability Using Data Mining Techniques
Brand: LAP Lambert Acad. Publ.
SKU: 9783846538784
Price: 217.12 PLN
Availability: InStock

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

Autor: Omead Hussain

Język:

Oprawa: Miękka

Wydawca: LAP Lambert Acad. Publ.

Dostępność: Dostępna u dostawcy

Wysyłamy za 5-8 dni

217.12 zł

This book concentrates on Predicting Breast Cancer Survivability using data mining, and comparing be...

Informacje o książce

Autor

Omead Hussain

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2011

strony

136

EAN

9783846538784

ISBN

3846538787

Enbook ID

12710907

Wydawca

LAP Lambert Acad. Publ.

Waga

219

Wymiary

150 x 220 x 8

Pełny opis

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 data set contents were of 93 variables and 90308 records for each variable, and these dataset were from the SEER database. We have achieved more than three data mining techniques and we have investigated all the data mining techniques and finally we found the best thing to do is to focus about these data mining techniques which are Artificial Neural Network, Decision Trees and Logistic Regression by using SAS Enterprise Miner 5.2. Several experiments have been conducted using these algorithms. The achieved prediction implementations are Comparison-based techniques.

Możesz być zainteresowany

Klienci, którzy kupili tę książkę, kupili również

Najczęściej wyszukiwane

Categories

Authors

Publishers

Produkty

Produkty

Najczęściej wyszukiwane

Categories

Authors

Publishers

Produkty

Produkty

Predicting Breast Cancer Survivability Using Data Mining Techniques

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

Informacje o książce

Pełny opis

Możesz być zainteresowany

Klienci, którzy kupili tę książkę, kupili również