Essays about: "evaluation of effectiveness of training"

Showing result 1 - 5 of 24 essays containing the words evaluation of effectiveness of training.

1. 1. 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)

   Author : Li Ang Hu; Long Ma; [2023]
   Keywords : Imbalanced datasets; Swedish text financial datasets; Accuracy; Matthews correlation coefficient; Recall; Multinomial Naive Bayes; SMOTE; TomekLinks; Performance optimization;

   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

3. 2. Analyzing the Influence of Synthetic andAugmented Data on Segmentation Model

   University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Author : Alex Peschel; [2023]
   Keywords : Artificial Intelligence; Microorganisms; Segmentation; Synthesizing; Augmentation;

   Abstract : The field of Artificial Intelligence (AI) has experienced unprecedented growth in recent years, thanks to the numerous applications related to speech recognition, natural language processing, and computer vision. However, one of the challenges facing AI is the requirement for large amounts of energy, time, and data to be effective and accurate. READ MORE

4. 3. CryptoCurrency Time Series analysis : Comparative analysis between LSTM and BART Algorithm

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Lakshmi Vyshnavi Nerella; Chiranjeevi Ponnada; [2023]
   Keywords : ;

   Abstract : Background: Cryptocurrency is an innovative digital or virtual form of money thatuses cryptographic techniques for secured financial transactions within a decentralized structure. Due to its high volatility and susceptibility to external factors, itis difficult to understand its behavior which makes accurate predictions challengingfor the investors who are trying to forecast price changes and make profitable investments. READ MORE

5. 4. A study investigating the factors that causes delays in construction equipment projects in UX/HMI area

   University essay from KTH/Väg- och spårfordon samt konceptuell fordonsdesign

   Author : Shivalika Shivalika; [2023]
   Keywords : Construction equipment projects; delays; User Experience UX ; Human-Machine Interface HMI ; Volvo Construction Equipment; qualitative analysis; quantitative analysis; project management; communication; collaboration; Produktutvecklingsprojekt; arbetsmaskiner; förseningar; användarupplevelse UX ; människa-maskin-gränssnitt HMI ; Volvo Construction Equipment; kvalitativ analys; kvantitativ analys; projektledning; kommunikation; samarbete;

   Abstract : This research study investigates the factors contributing to delays in construction equipment projects, specifically in the User Experience (UX) and Human-Machine Interface (HMI) area, with a particular focus on projects conducted at the company Volvo Construction Equipment. The study incorporates a literature review, a mixed-methods approach combining qualitative and quantitative analysis, and in-depth discussions. READ MORE

6. 5. Generative AI for Synthetic Data

   University essay from Lunds universitet/Institutionen för reglerteknik

   Author : Esaias Belfrage; August Borna; [2023]
   Keywords : Technology and Engineering;

   Abstract : Synthetic data generation has emerged as a valuable technique for addressing data scarcity and privacy concerns and improving machine learning algorithms. This thesis focuses on progressing the field of synthetic data generation, which may play a crucial role in AI-heavy industries such as telecommunications. READ MORE