Essays about: "random undersampling"
Showing result 1 - 5 of 14 essays containing the words random undersampling.
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1. Test Case Selection from Test Specifications using Natural Language Processing
University essay from Stockholms universitet/Institutionen för data- och systemvetenskapAbstract : The Cloud Radio Access Network (RAN) is a groundbreaking technology employed in the telecommunications industry, offering flexible, scalable, and cost-effective solutions for seamless wireless network services. However, testing Cloud RAN applications presents significant challenges due to their complexity, potentially leading to delays and increased costs. READ MORE
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2. The use of Machine Learning to predict adverse birth outcomes: Empirical real world evidence from a human cohort study in Adama, Ethiopia
University essay from Lunds universitet/Avdelningen för Biomedicinsk teknikAbstract : Since Ethiopia has a high number of recorded adverse birth outcomes, the city of Adama was subjected to a study (Flanagan et al., 2022) that gathered data from 2085 pregnancies. This thesis utilizes that data to investigate the usage of machine learning in environmental epidemiology. READ MORE
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3. Imbalanced Predictions
University essay from Lunds universitet/Statistiska institutionenAbstract : The aim of the thesis is to evaluate solutions to the class imbalance problem using real world data sets with varying degrees of class imbalance. The analysis is limited to binary classification. Three large data sets relating to credit card fraud, vehicle insurance and heart disease are used for the analysis. READ MORE
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4. Predicting purchase intentions of customers by using web data : To identify potential customer groups during sales processes in the real estate sector
University essay from Uppsala universitet/Avdelningen för systemteknikAbstract : This master thesis aims to investigate the possibilities of predicting purchase intentions of customers during their sales processes in the real estate sector. Also, the web activity of customers on a real estate company’s web site is used as the basis for the forecasting. READ MORE
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5. Predicting Customer Satisfaction in the Context of Last-Mile Delivery using Supervised and Automatic Machine Learning
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The prevalence of online shopping has steadily risen in the last few years. In response to these changes, last-mile delivery services have emerged that enable goods to reach customers within a shorter timeframe compared to traditional logistics providers. READ MORE