Essays about: "decision tree"

Showing result 16 - 20 of 301 essays containing the words decision tree.

1. 16. Predicting Risk Level in Life Insurance Application : Comparing Accuracy of Logistic Regression, DecisionTree, Random Forest and Linear Support VectorClassifiers

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Pulagam Karthik Reddy; Sutapalli Veerababu; [2023]
   Keywords : Decision Tree Classifier; Logistic Regression; Machine Learning; Random Forest Classifier; Linear Support Vector Classifier;

   Abstract : Background: Over the last decade, there has been a significant rise in the life insurance industry. Every life insurance application is associated with some level ofrisk, which determines the premium they charge. The process of evaluating this levelof risk for a life insurance application is time-consuming. READ MORE

3. 17. Risk Stratification of Endometriosis through Machine Learning using Lifestyle Data : An Extensive Analysis on Lifestyle Data to Reveal Patterns in People with Endometriosis

   University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

   Author : Patrick Carrera Jeri; [2023]
   Keywords : Lifestyle fators; Machine learning; Risk stratification; Endometriosis; Livsstilsfaktorer; Maskininlärning; Riskstratifiering; Endometrios;

   Abstract : Endometriosis affect 11% of women of reproductive years worldwide. The project made use of lifestyle factors coming from the Lucy application. READ MORE

4. 18. Improving Visibility Forecasts in Denmark Using Machine Learning Post-processing

   University essay from Uppsala universitet/Luft-, vatten- och landskapslära

   Author : August Thomasson; [2023]
   Keywords : visibility forecast; fog; machine learning; numerical weather predicition; XGBoost; Random Forest; siktprognos; dimma; maskininlärning; numerisk vädermodell; XGBoost; Random Forest;

   Abstract : Accurate fog prediction is an important task facing forecast centers since low visibility can affect anthropogenic systems, such as aviation. Therefore, this study investigates the use of Machine Learning classification algorithms for post-processing the output of the Danish Meteorological Institute’s operational Numerical Weather Prediction (NWP) model to improve visibility prediction. READ MORE

5. 19. Evaluating the user experience of different representations of organizational structures

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Ida Bergman; [2023]
   Keywords : ;

   Abstract : Information overload is a widely recognized problem in the workplace, with an overwhelmingamount of information being presented from several sources constantly. By being able tovisually represent organizational structures in an efficient way, it can significantly aid in makingthe data easier to consume, utilize and incorporate in future decision making. READ MORE

6. 20. Effectivisation of keywords extraction process : A supervised binary classification approach of scraped words from company websites

   University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

   Author : Josef Andersson; Max Fremling; [2023]
   Keywords : Machine learning; keyword classification; unbalanced data; word embedding;

   Abstract : In today’s digital era, establishing an online presence and maintaining a well-structured website is vitalfor companies to remain competitive in their respective markets. A crucial aspect of online success liesin strategically selecting the right words to optimize customer engagement and search engine visibility. READ MORE