Essays about: "confusion matrix"

Showing result 11 - 15 of 39 essays containing the words confusion matrix.

  1. 11. Investigating the use of machine learning in key performance indicatorprediction for User Experience of Connectivity

    University essay from Malmö universitet/Fakulteten för teknik och samhälle (TS)

    Author : David Skiöld; Shivani Arora; [2022]
    Keywords : AI; dataschience; connected cars;

    Abstract : Connectivity has been introduced to the car industry and currently Volvo, amongother automobile companies, currently has cars which are connected to the internetand can share data with external devices or services. However, these connected carsoften face issues with connectivity which is a concern for user quality of experience(QoE). READ MORE

  3. 12. Explanation Methods for a Medical Image Classifier by Analysis of its Uncertainty

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

    Author : Sanskar Gupta; [2022]
    Keywords : Uncertainty; Confidences; Calibration; Clustering; Multiclass classification;

    Abstract : Over the last decade, neural networks have reached almost every field of science and technology. They have become a crucial part of various real-world applications, such as medical imaging. READ MORE

  4. 13. Classification of sequence tags from tandem mass spectrometry spectra using machine learning models

    University essay from Lunds universitet/Examensarbeten i bioinformatik

    Author : Júlia Ortís Sunyer; [2022]
    Keywords : Biology and Life Sciences;

    Abstract : Motivation: Proteomics is the large-scale study of all the proteins found in a cell, tissue or organism. In the last few years, and thanks to the development of mass spectrometry and bioinformatics, proteomics has led the research in several fields, ranging from medicine to agriculture. READ MORE

  5. 14. Pediatric Brain Tumor Type Classification in MR Images Using Deep Learning

    University essay from Linköpings universitet/Institutionen för medicinsk teknik

    Author : Tamara Bianchessi; [2022]
    Keywords : pediatric brain tumors; MR image analysis; deep learning; classification; model explainability;

    Abstract : Brain tumors present the second highest cause of death among pediatric cancers. About 60% are located in the posterior fossa region of the brain; among the most frequent types the ones considered for this project were astrocytomas, medulloblastomas, and ependymomas. READ MORE

  6. 15. A First Step Towards an Algorithm for Breast Cancer Reoperation Prediction Using Machine Learning and Mammographic Images

    University essay from Lunds universitet/Matematik LTH

    Author : Emma Jönsson; [2022]
    Keywords : Technology and Engineering;

    Abstract : Cancer is the second leading cause of death worldwide and 30% of all cancer cases among women are breast cancer. A popular treatment is breast-conserving surgery, where only a part of the breast is surgically removed. Surgery is expensive and has a significant impact on the body, and on some women, a reoperation is needed. READ MORE