Essays about: "decision tree"

Showing result 1 - 5 of 168 essays containing the words decision tree.

  1. 1. Topological recursive fitting trees : A framework for interpretable regression extending decision trees

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

    Author : Alexandre Tadros; [2020]
    Keywords : ;

    Abstract : Many real-world machine learning applications need interpretation of an algorithm output. The simplicity of some of the most fundamental machine learning algorithms for regression, such as linear regression or decision trees, facilitates interpretation. However, they fall short when facing complex (e.g. READ MORE

  2. 2. Tree-based Machine Learning Models with Applications in Insurance Frequency Modelling

    University essay from KTH/Skolan för teknikvetenskap (SCI)

    Author : Samuel Tober; [2020]
    Keywords : ;

    Abstract : As the insurance industry is highly data driven it is no surprise that machine learning (ML) has made its way into the industry. While GLMs are still the comfort zone of most actuaries, we have in recent years seen a surge in machine learning algorithms. READ MORE

  3. 3. How Certain Are You of Getting a Parking Space? : A deep learning approach to parking availability prediction

    University essay from Linköpings universitet/Institutionen för datavetenskap; Linköpings universitet/Institutionen för datavetenskap

    Author : Mathias Nilsson; Sophie von Corswant; [2020]
    Keywords : monte carlo dropout; mc dropout; long short term memory; lstm; neural network; recurrent neural network; gradient tree boosting; rnn; gradient boosting regression tree; gbrt; quantile regression; traffic congestion; parking; parking occupancy; parking availability; parking space; parking lot; machine learning;

    Abstract : Traffic congestion is a severe problem in urban areas and it leads to the emission of greenhouse gases and air pollution. In general, drivers lack knowledge of the location and availability of free parking spaces in urban cities. READ MORE

  4. 4. Automatic Differential Diagnosis Model of Patients with Parkinsonian Syndrome : A model using multiple linear regression and classification tree learning

    University essay from Uppsala universitet/Tillämpad kärnfysik; Uppsala universitet/Tillämpad kärnfysik

    Author : Rakel Löwe; Ida Schneider; [2020]
    Keywords : PET; Parkinsonism; Parkinsonian syndrome; multilinear regression; classification tree;

    Abstract : Parkinsonian syndrome is an umbrella term including several diseases with similar symptoms. PET images are key when differential diagnosing patients with parkinsonsian syndrome. In this work two automatic diagnosing models are developed and evaluated, with PET images as input, and a diagnosis as output. READ MORE

  5. 5. Outdoor thermal comfort in Drottninghög, Helsingborg: a study on the effects of urban densification in a warmer climate

    University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

    Author : Daniel Erlström; [2020]
    Keywords : Earth and Environmental Sciences;

    Abstract : Extreme heat can lead to a significant increase in mortality, especially for urban citizens. Densification of urban areas can dramatically affect the local climate of the city by replacing green areas with impermeable materials and changing both radiative and turbulent fluxes. READ MORE