Essays about: "evaluation metrics"

Showing result 1 - 5 of 355 essays containing the words evaluation metrics.

  1. 1. Early Detection and Differentiation of Circulatory Shock in the Intensive Care Unit using Machine Learning

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

    Author : Therese Lindberg; [2022]
    Keywords : machine learning; prediction; circulatory shock; intensive care unit; ICU;

    Abstract : In the intensive care unit, patients with crucial, life-threatening conditions are admitted and need constant monitoring. Here, the need for a quick and efficient decision support tool is the greatest. READ MORE

  2. 2. Real-time Human Detection using Convolutional Neural Networks with FMCW RADAR RGB data

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Anna Phan; Rogelio Medina; [2022]
    Keywords : Human Detection; Machine Learning; Convolutional Neural Networks; YOLO; FMCW Radar; Human Detection Evaluation; Människodetektering; Maskininlärning; Neurala faltningsnät; Djupa faltningsnät; YOLO; FMCW Radar; Utvärdering;

    Abstract : Machine learning has been employed in the automotive industry together with cameras to detect objects in surround sensing technology. You Only Look Once is a state-of-the-art object detection algorithm especially suitable for real-time applications due to its speed and relatively high accuracy compared to competing methods. READ MORE

  3. 3. Evaluation of Generic GraphQL Servers for Accessing Legacy Databases

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Muhammad Ismail; [2022]
    Keywords : GraphQL; GraphQL vs REST; PostGraphile; Hasura; PostgreSQL; Performance Metrics; Throughput; Query execution time; PostGraphile vs Hasura; Latest web technology; Web solutions; communication over internet;

    Abstract : Over a few years back, REST APIs were considered standard web APIs, which nowhave a strong competitor. REST APIs provide some excellent features like stateless serversand structured access to resources. However, over time, it doesn’t offer flexibility withthe access of data and client changing requirements. READ MORE

  4. 4. CLASSIFYING ANXIETY BASED ON A VOICERECORDING USING LEARNING ALGORITHMS

    University essay from Mälardalens universitet/Akademin för innovation, design och teknik

    Author : Oscar Sherlock; Olle Rönnbäck; [2022]
    Keywords : ANN; CNN; Machine learning; Deep learning; ML; DL; Voice recognition; Anxiety;

    Abstract : Anxiety is becoming more and more common, seeking help to evaluate your anxiety canfirst of all take a long time, secondly, many of the tests are self-report assessments that could cause incorrect results. It has been shown there are several voice characteristics that are affected in people with anxiety. READ MORE

  5. 5. Mixed-Initiative Tile-Based Designer : Examining Expressive Range And Controllability For 2D Tile-Based Levels

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

    Author : Rafael Dolfe; [2022]
    Keywords : Procedural Content Generation; Expressive Range; Controllability; Mixed- Initiative; Declarative Modelling; Level Design; Procedurell innehållsgenerering; Uttrycksomfång; Kontrollerbarhet; Blandinitiativ; Deklarativ Modellering; Nivådesign;

    Abstract : This paper investigates the effectiveness of expressive range and controllability for 2-dimensional tile-based procedural content generation. Procedural content generation (PCG) is the automation of content, often in games, and tile-based PCG is when the generated content is constrained to a grid structure. READ MORE