Essays about: "Receiver Operating Curve"

Showing result 1 - 5 of 24 essays containing the words Receiver Operating Curve.

  1. 1. Detection of Archaeological Sites from Aerial Imagery using Deep Learning

    University essay from Lunds universitet/Institutionen för astronomi och teoretisk fysik

    Author : Jorge Lazo; [2019]
    Keywords : Deep Learning; Archaeology; Computer Vision; Aerial Imagery; Transfer Learning.; Physics and Astronomy;

    Abstract : In recent years, Deep Learning has proven to be an outstanding tool in the field of computer vision showing promising results in different fields such as the analysis of medical images, obstacle detection for self-driving cars, automatic image caption generation, etc. In the case of Archaeology, the adoption of these methods in the detection of archaeological structures from aerial images has been slower than in other fields. READ MORE

  2. 2. Risk Free Credit: Estimating Risk of Debt Delinquency on Credit Cards : Using Machine Learning Methodology

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

    Author : Andreas Magnedal Holmgren; Victor Sellstedt; [2019]
    Keywords : ;

    Abstract : A well functioning economy requires a stable credit market. Computational intelligence methods could provide a method to reduce the amount of uncertainty in the markets. This report examines four different methods for predicting the probability for defaults of credit card clients in Taiwan. READ MORE

  3. 3. Signal and background discrimination for two-electron events in LDMX using a Boosted Decision Tree

    University essay from Lunds universitet/Partikelfysik; Lunds universitet/Fysiska institutionen

    Author : Jessamy Mol; [2019]
    Keywords : Light Dark Matter Experiment; Boosted Decision Tree; machine learning; Dark Matter; Physics and Astronomy;

    Abstract : The Light Dark Matter Experiment (LDMX) is a fixed target experiment that will search for dark matter, but is still in the development phase. An important aspect for the experiment is the discrimination of signal and background events. READ MORE

  4. 4. Algorithmic trading surveillance : Identifying deviating behavior with unsupervised anomaly detection

    University essay from Uppsala universitet/Matematiska institutionen

    Author : Frans Larsson; [2019]
    Keywords : machine learning; anomaly detection; deep learning;

    Abstract : The financial markets are no longer what they used to be and one reason for this is the breakthrough of algorithmic trading. Although this has had several positive effects, there have been recorded incidents where algorithms have been involved. It is therefore of interest to find effective methods to monitor algorithmic trading. READ MORE

  5. 5. Evaluation of a Radiomics Model for Classification of Lung Nodules

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Parastu Rahgozar; [2019]
    Keywords : Lung Nodule; Radiomics; Tumor Classification;

    Abstract : Lung cancer has been a major cause of death among types of cancers in the world. In the early stages, lung nodules can be detected by the aid of imaging modalities such as Computed Tomography (CT). In this stage, radiologists look for irregular rounded-shaped nodules in the lung which are normally less than 3 centimeters in diameter. READ MORE