Essays about: "support vector regressor"

Showing result 1 - 5 of 6 essays containing the words support vector regressor.

  1. 1. 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

  2. 2. Radar based tank level measurement using machine learning : Agricultural machines

    University essay from Linköpings universitet/Programvara och system

    Author : Daniel Thorén; [2021]
    Keywords : Machine Learning; Radar; AI; Tank level measurement; Linear Regression; Support Vector Regression; Bagging; Bagged Trees; Bagged Regression Trees; Boosting; Boosted Trees; Boosted Regression Trees; Random Forest; Multi Layer Perceptron Regressor; Neural Networks; Regression; Maskininlärning; Radar; Nivåmätning; Regression;

    Abstract : Agriculture is becoming more dependent on computerized solutions to make thefarmer’s job easier. The big step that many companies are working towards is fullyautonomous vehicles that work the fields. To that end, the equipment fitted to saidvehicles must also adapt and become autonomous. READ MORE

  3. 3. Telecommunications Trouble Ticket Resolution Time Modelling with Machine Learning

    University essay from KTH/Matematisk statistik

    Author : Axel Björling; [2021]
    Keywords : Machine learning; regression; classification; telecommunications trouble ticket resolution time; support vector machine; logistic regression; deep neural network; gradient boosted trees regression; Maskininlärning; regression; klassificering; avvikelserapport i telenät; lösningstid felanmälan; support vector machine; logistic regression; neurala nätverk; gradient boosted trees regression;

    Abstract : This report explores whether machine learning methods such as regression and classification can be used with the goal of estimating the resolution time of trouble tickets in a telecommunications network. Historical trouble ticket data from Telenor were used to train different machine learning models. READ MORE

  4. 4. Using Ensemble Machine Learning Methods in Estimating Software Development Effort

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Alekhya Kanneganti; [2020]
    Keywords : Software Development Effort; Ensemble; Ensemble Learning; Stacking Ensemble; Software Development Effort Estimation; Machine Learning; Estimation of Software Development Effort; Effort Estimation;

    Abstract : Background: Software Development Effort Estimation is a process that focuses on estimating the required effort to develop a software project with a minimal budget. Estimating effort includes interpretation of required manpower, resources, time and schedule. Project managers are responsible for estimating the required effort. READ MORE

  5. 5. A time series forecasting approach for queue wait-time prediction

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

    Author : Anton Stagge; [2020]
    Keywords : ;

    Abstract : Waiting in queues is an unavoidable part of life, and not knowing how long the wait is going to be can be a big source of anxiety. In an attempt to mitigate this, and to be able to manage their queues, companies often try to estimate wait-times. READ MORE