Essays about: "support vector machine SVM"

Showing result 6 - 10 of 217 essays containing the words support vector machine SVM.

1. 6. Gait analysis using machine learning : An implementation of temporal convolution networks on gait events and gait phase

   University essay from KTH/Skolan för teknikvetenskap (SCI)

   Author : Sebastian Vogel Hauger; Logi Örn Axel Ingvarsson; [2023]
   Keywords : ;

   Abstract : This thesis aims to explore the implementation of a temporal convolution network (TCN)on gait event detection and gait phase detection. The performance of the model is eval-uated based on whether the task is gait event detection or gait phase detection. READ MORE

3. 7. Predicting Breakdowns in Transportation Vehicles using Supervised Learning

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

   Author : Shuo Li; [2023]
   Keywords : Breakdown Prediction; Transportation Vehicles; Diagnose; Gradient Boosting Classifier; Ensemble Model; Förutsägelse av haveri; transportfordon; diagnos; Gradient Boosting Classifier; Ensemblemodell;

   Abstract : Vehicle breakdowns can lead to fatal accidents, increase costs and reduce productivity. Therefore, robust and accurate fault diagnosis and prediction systems are critical to ensure the proper operation of vehicles. Many researchers have used machine learning for the prediction of vehicle breakdowns. READ MORE

4. 8. Comparision of Machine Learning Algorithms on Identifying Autism Spectrum Disorder

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Naga Sai Gayathri Aravapalli; Manoj Kumar Palegar; [2023]
   Keywords : Autism Spectrum Disorder ASD ; Classification; Data pre-processing; Feature selection; Machine learning algorithms; Random Forest Classifier; Support Vector Classifier.;

   Abstract : Background: Autism Spectrum Disorder (ASD) is a complex neurodevelopmen-tal disorder that affects social communication, behavior, and cognitive development.Patients with autism have a variety of difficulties, such as sensory impairments, at-tention issues, learning disabilities, mental health issues like anxiety and depression,as well as motor and learning issues. READ MORE

5. 9. Sentimental Analysis of CyberbullyingTweets with SVM Technique

   University essay from

   Author : Hrushikesh Thanikonda; Kavya Sree Koneti; [2023]
   Keywords : Cyberbullying tweets; Dataset; Data preprocessing; Machine Learning; Supervised Learning; Support Vector Machine; Validation.;

   Abstract : Background: Cyberbullying involves the use of digital technologies to harass, humiliate, or threaten individuals or groups. This form of bullying can occur on various platforms such as social media, messaging apps, gaming platforms, and mobile phones. With the outbreak of covid-19, there was a drastic increase in utilization of social media. READ MORE

6. 10. Predicting Customer Churn and Customer Lifetime Value (CLV) using Machine Learning

   University essay from Lunds universitet/Matematisk statistik

   Author : Magnus Gerde; [2023]
   Keywords : Churn; CLV; SVM; Logistic Regression; Linear Regression; Random Forest Model; Mathematics and Statistics;

   Abstract : In an evermore competitive environment for companies and business, predictive customer behaviour models can give companies a competitive edge over its competitors. Two such important predictive behaviour models are customer churn models and customer lifetime value (CLV) models. READ MORE