Essays about: "Tradeoff"
Showing result 1 - 5 of 144 essays containing the word Tradeoff.
-
1. The Role of Functional Traits and Trade-offs in Seasonal Succession of Phytoplankton Community Structuring : A numerical investigation of resource acquisition traits of Lake Constance
University essay from Umeå universitet/Institutionen för ekologi, miljö och geovetenskapAbstract : Long-term ecological research in deep lakes offers valuable insights into understanding changes in trophic states and organization of phytoplankton assemblages. Utilizing five decades of phytoplankton taxonomic trait data from pre-alpine Lake Constance, a confirmed negative relationship was found between phosphate and light affinity at the annual community trait level. READ MORE
-
2. Teleworking and the Countryside. An explorative thesis regarding telework as an enabler for residential relocations and life in the countryside
University essay from Göteborgs universitet / Institutionen för ekonomi och samhälleAbstract : The research on teleworking, and its spatial implications, is well explored. However, anticipations of a rising diffusion of teleworking never really got actualised, until a global pandemic emerged, and redrew the map of teleworking considerably. READ MORE
-
3. Optimising Machine Learning Models for Imbalanced Swedish Text Financial Datasets: A Study on Receipt Classification : Exploring Balancing Methods, Naive Bayes Algorithms, and Performance Tradeoffs
University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)Abstract : This thesis investigates imbalanced Swedish text financial datasets, specifically receipt classification using machine learning models. The study explores the effectiveness of under-sampling and over-sampling methods for Naive Bayes algorithms, collaborating with Fortnox for a controlled experiment. READ MORE
-
4. Kernel Methods for Regression
University essay from Linnéuniversitetet/Institutionen för matematik (MA)Abstract : Kernel methods are a well-studied approach for addressing regression problems by implicitly mapping input variables into possibly infinite-dimensional feature spaces, particularly in cases where standard linear regression fails to capture non-linear relationships in data. Therefore, the choice between standard linear regression and kernel regression can be seen as a tradeoff between constraints on the number of features and the number of training samples. READ MORE
-
5. Implementation and Comparative Analysis of Head-Related and Binaural Room Impulse Response in a Mid-Side Decomposition
University essay from KTH/Teknisk akustikAbstract : This thesis aimed to clarify the essential factors involved in externalising audio over headphones. Extensive research was conducted, examining binaural cues and the latest advancements in the field. A novel approach was proposed, which applied HRIRs and BRIRs on a Mid-Side decomposition. READ MORE