Essays about: "random forest classifier"

Showing result 1 - 5 of 42 essays containing the words random forest classifier.

  1. 1. Language Classification of Music Using Metadata

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Linus Roxbergh; [2019]
    Keywords : Music; Metadata; Language; Classification; Machine Learning; Spotify; Multiclass; Feature Importance;

    Abstract : The purpose of this study was to investigate how metadata from Spotify could be used to identify the language of songs in a dataset containing nine languages. Features based on song name, album name, genre, regional popularity and vectors describing songs, playlists and users were analysed individually and in combination with each other in different classifiers. READ MORE

  2. 2. Exploring ways to convey medical information during digital triage : A combined user research and machine learning approach

    University essay from Uppsala universitet/Avdelningen för visuell information och interaktion; Uppsala universitet/Avdelningen för visuell information och interaktion

    Author : Linn Ansved; Karin Eklann; [2019]
    Keywords : machine learning; user research; user experience; triage; auto triage; healthcare digitalization; personal health record; patient accessible electronic health record; patient reported outcome; medical information; visualization; design; prototypes; mediated communication; maskininlärning; interaktionsdesign; användarupplevelse;

    Abstract : The aim of this project was to investigate what information is critical to convey to nurses when performing digital triage. In addition, the project aimed to investigate how such information could be visualized. READ MORE

  3. 3. An approach to evaluate machine learning algorithms for appliance classification

    University essay from Malmö universitet/Teknik och samhälle

    Author : Charlie Olsson; David Hurtig; [2019]
    Keywords : Machinelearning; lstm; NILM; evaluate; algorithms; appliance; classification; machine; learning;

    Abstract : A cheap and powerful solution to lower the electricity usage and making the residents more energy aware in a home is to simply make the residents aware of what appliances that are consuming electricity. Meaning the residents can then take decisions to turn them off in order to save energy. READ MORE

  4. 4. Authentication Using Deep Learning on User Generated Mouse Movement Images

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

    Author : Olof Enström; [2019]
    Keywords : Machine Learning; Authentication; Behavioral Biometrics; Deep Learning; Convolutional Neural Networks;

    Abstract : Continuous authentication using behavioral biometrics can provide an additional layer of protection against online account hijacking and fraud. Mouse dynamics classification is the concept of determining the authenticity of a user through the use of machine learning algorithms on mouse movement data. READ MORE

  5. 5. Rule-based classification of heavy vehicle operations

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

    Author : Mathilda Strandberg von Schantz; [2019]
    Keywords : ;

    Abstract : The problem explored in this thesis is a supervised classification problem. Input data consists of operational and manufacturing data of a truck. The output denotes its operation, i.e. READ MORE