Essays about: "overfitting"

Showing result 26 - 30 of 83 essays containing the word overfitting.

1. 26. Ocean Exploration with Artificial Intelligence

   University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

   Author : Sarah Al-Khateeb; Lisa Bodlak; [2021-07-06]
   Keywords : computer science; deep learning; generative adversarial networks; data augmentation; object detection; underwater image; computer vision;

   Abstract : Large and diverse data is crucial to train object detection systems properly and achieve satisfactory prediction performance. However, in some areas, such as ma rine science, gathering sufficient data is challenging and sometimes even infeasible. Working with limited data can result in overfitting and poor performance. READ MORE

3. 27. Precision Tailoring Cooling Systems using Linear Regression

   University essay from KTH/Matematisk statistik

   Author : Kajsa Bjelle; Ida Cui; [2021]
   Keywords : Regression analysis; nonlinear regression; linear regression; Levenberg-Marquardt; applied mathematics; friction factor; wavy fin; bachelor thesis; Regressionsanalys; ickelinjär regression; linjär regression; Levenberg-Marquardt; tillämpad matematik; friktionsfaktor; wavy fin; kandidatexamensarbete;

   Abstract : This bachelor thesis is written for KTH Royal Institute of Technology and Ymer Technology AB. It examines the friction factor associated with the pressure drop in wavy-fin heat exchangers. Previous studies have used a nonlinear approach for determining the regression coefficients. READ MORE

4. 28. A mixed clinicopathological and molecular proxy of homologous recombination deficiency in triple negative breast cancer

   University essay from Lunds universitet/Examensarbeten i bioinformatik

   Author : Elise Walford; [2021]
   Keywords : Biology and Life Sciences;

   Abstract : Clinical models are increasingly employed in medical science as either diagnostic or prognostic aids. Machine-learning methods are able to draw links in large data that can be used to predict patient risk and allow more informed decisions regarding treatment and medication intervention. READ MORE

5. 29. Individual Claims Modelling with Recurrent Neural Networks in Insurance Loss Reserving

   University essay from KTH/Matematik (Avd.)

   Author : Julia Li; [2021]
   Keywords : recurrent neural network; loss reserving; insurance; deeptriangle; chain ladder; återkommande neural nätverk; reservsättning; skadeförsäkring; deeptriangle; chain ladder;

   Abstract : Loss reserving in P&C insurance, is the common practice of estimating the insurer’sliability from future claims it will have to pay out on. In the recent years, it has beenpopulartoexploretheoptionsofforecastingthislosswiththehelpofmachinelearningmethods. READ MORE

6. 30. Self-healing Javascript Errors Caused by the Browser Extension Privacy Badger

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Miguel Müller; [2021]
   Keywords : ;

   Abstract : As today’s web is filled with privacy-invasive third-party trackers, users are turning to privacy extensions to prevent their browsing habits from leaking. However, research has shown that privacy extensions can decrease website quality and even break meaningful functionality. READ MORE