Cost-Sensitive Decision Trees Applied To Medical Data

Cost-Sensitive Decision Trees Applied to Medical …

https://link.springer.com/chapter/10.1007/978-3-540-74553-2_28

Cost-Sensitive Decision Trees Applied to …

https://www.researchgate.net/publication/220802496_Cost-Sensitive_Decision_Trees_Applied_to_Medical_Data

Then we applied our strategy to train and evaluate cost-sensitive decision trees in medical data. …

Cost-Sensitive Decision Trees Applied to Medical Data

https://www.semanticscholar.org/paper/Cost-Sensitive-Decision-Trees-Applied-to-Medical-Freitas-Pereira/55e161eeff8e38f34e68ec0064d81c2a31c38adf

We defined an algorithm for decision tree induction that considers costs, including test costs, delayed costs and costs associated with risk. Then we applied our strategy to …

Test strategies for cost-sensitive decision trees | IEEE …

https://ieeexplore.ieee.org/document/1644729/

Test strategies for cost-sensitive decision trees. Abstract: In medical diagnosis, doctors must often determine what medical tests (e.g., X-ray and blood tests) …

Building cost-sensitive decision trees for medical applications

https://content.iospress.com/articles/ai-communications/aic490

Abstract: This thesis presents strategies for cost-sensitive learning. We have developed an algorithm for decision tree induction that considers various types of costs. The main ones …

Performance analysis of cost-sensitive learning methods …

https://www.sciencedirect.com/science/article/pii/S235291482100174X

Recently, cost-sensitive learning was applied to classify chronic kidney disease (CKD) in Ref. [34]; the research work proposed a cost-sensitive ensemble …

Cost-sensitive decision tree with multiple resource …

https://link.springer.com/article/10.1007/s10489-019-01464-x

The research field, known “cost-sensitive decision trees,” explicitly aims to minimize the total cost of using a tree in classification [ 9, 10, 11 ]. Two cost components …

Learning Cost-Sensitive Decision Trees to …

https://www.researchgate.net/publication/289283385_Learning_Cost-Sensitive_Decision_Trees_to_Support_Medical_Diagnosis

Real-world medical applications often require classifiers that minimize the total cost, including costs for wrong diagnosis (misclassifications costs) and diagnostic …

Cost-Sensitive Decision Trees for …

https://machinelearningmastery.com/cost-sensitive-decision-trees-for-imbalanced-classification/

The decision tree algorithm is also known as Classification and Regression Trees (CART) and involves growing a tree to classify examples from the training …

Cost-Sensitive Decision Trees Applied to Medical Data

https://www.academia.edu/33567637/Cost_Sensitive_Decision_Trees_Applied_to_Medical_Data

Cost-Sensitive Decision Trees Applied to Medical Data (PDF) Cost-Sensitive Decision Trees Applied to Medical Data | Alberto d freitas - Academia.edu Academia.edu no longer …