Essays about: "Decision Tree"

Showing result 1 - 5 of 185 essays containing the words Decision Tree.

  1. 1. Supervised Learning for Prediction of Tumour Mutational Burden

    University essay from KTH/Matematisk statistik

    Author : Joanna Hargell; [2021]
    Keywords : Supervised Learning; Tumour Mutational Burden; Generalized Linear Models; Decision trees; Support Vector Machines; statistik; tillämpad matematik; statistisk inlärning; mutationsbörda;

    Abstract : Tumour Mutational Burden is a promising biomarker to predict response to immunotherapy. In this thesis, statistical methods of supervised learning were used to predict TMB: GLM, Decision Trees and SVM. READ MORE

  2. 2. Remote sensing analysis of land cover/use conditions of community-based wildlife conservation areas in Tanzania

    University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

    Author : Kharid Mwakoba; [2021]
    Keywords : geography; Geographical Information Systems; GIS; remote sensing; wildlife management area; Tanzania; Earth and Environmental Sciences;

    Abstract : Community based approaches to conservation in the developing world have generally been criticized for not meeting their goals of sustainable conservation and local development. Inadequate local participation and inequitable benefits sharing among others are some of the major concerns. READ MORE

  3. 3. 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

  4. 4. A sensor orientation and signal preprocessing study of a personal fall detection algorithm

    University essay from Högskolan Kristianstad/Fakulteten för naturvetenskap

    Author : Viktor Johansson; [2020]
    Keywords : Decision tree; fall detection algorithm; machine learning; smartphone; accelerometer; gyroscope; low-pass filter;

    Abstract : This study investigates if a smartphones orientation in the pocket affects the result of a decision tree model trained with data from personal falls, and also how a low-pass filter affects these results. A comparison is made between the results gathered from this study, compared to previous studies and products within the field. READ MORE

  5. 5. 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