Essays about: "Support Vector Machine"

Showing result 1 - 5 of 438 essays containing the words Support Vector Machine.

1. 1. Predicting future problem gamblers using Machine Learning Algorithms

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Priyadarshini Selvaraju; [2022]
   Keywords : ;

   Abstract : The work in this thesis attempts to identify potential gambling addicts inan online gambling website using machine learning models. Machine Learning can play a major role in predicting and identifying high-risk online players leading to self-exclusion and providing automated self- help tools to problem gamblers. READ MORE

3. 2. Prediction of the number of weekly covid-19 infections : A comparison of machine learning methods

   University essay from Högskolan i Skövde/Institutionen för informationsteknologi

   Author : Nicklas Branding; [2022]
   Keywords : Machine learning; deep learning; covid-19; public health science; number of infection; regression; long short term memory; gated recurrent unit; support vector regressor; long short term memory-convolutional neural network; bidirectional-long short term memory;

   Abstract : The thesis two-folded problem aim was to identify and evaluate candidate Machine Learning (ML) methods and performance methods, for predicting the weekly number of covid-19 infections. The two-folded problem aim was created from studying public health studies where several challenges were identified. READ MORE

4. 3. Predicting misuse of subscription tranquilizers : A comparasion of regularized logistic regression, Adaptive Bossting and support vector machines

   University essay from Uppsala universitet/Statistiska institutionen

   Author : Ida Norén; [2022]
   Keywords : Adaptive Boosting; Benzodiazepines; classification; lasso regularization; logistic regression; support vector machines;

   Abstract : Tranquilizer misuse is a behavior associated with substance use disorder. As of now there is only one published article that includes a predictive model on misuse of subscription tranquilizers. READ MORE

5. 4. Predicting Political Party Affiliation in the Swedish Parliament using Natural Language Processing

   University essay from Uppsala universitet/Statistiska institutionen

   Author : Johannes Zetterberg; [2022]
   Keywords : Machine learning; support vector machines; naive Bayes; transformer; BERT; text classification; NLP;

   Abstract : Text classification is a fundamental part of natural language processing. In this thesis, methods for text classification are used in an attempt to predict the political party affiliation of members of parliament (MPs). READ MORE

6. 5. Head impact detection with sensor fusion and machine learning

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

   Author : Aron Strandberg; [2022]
   Keywords : head impact detection; sensor fusion; 3D; machine learning; support vector machine; random forests;

   Abstract : Head injury is common in many different sports and elsewhere, and is often associated with differentdifficulties. One major problem is to identify and value the injury or the severity. Sometimes there is no sign of head injury, but a serious neck distortion has occurred, causing similar symptoms as head injuries e.g. READ MORE