Essays about: "binary classification"

Showing result 1 - 5 of 104 essays containing the words binary classification.

  1. 1. Determining linguistic predictor for the classification of subjective cognitive impairment and mild cognitive impairment using machine learning

    University essay from Göteborgs universitet / Institutionen för filosofi, lingvistik och vetenskapsteori

    Author : Tian Wang; [2020-09-01]
    Keywords : mild cognitive impairment; sibjective cognitive impairment; natural language processing; support vector machine; neural networks;

    Abstract : Introduction Mild Cognitive Impairment (MCI) is a neurological condition characterized by cognitive decline greater than expected for an individual's age and education level. Subjective Cognitive Impairment (SCI) is a selfreported decline in cognitive abilities but not clinically identified as MCI. READ MORE

  2. 2. Clutter Detection in Radar Applications

    University essay from Linköpings universitet/Institutionen för datavetenskap

    Author : Pedram Kasebzadeh; [2020]
    Keywords : ;

    Abstract : Radars have been used for detection purposes in safety applications (i.e., blind spot detection radar in cars) extensively. The existing detection methods, however, are not flawless. READ MORE

  3. 3. A Deep Learning Approach to Predicting the Length of Stay of Newborns in the Neonatal Intensive Care Unit

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

    Author : Bas Theodoor Straathof; [2020]
    Keywords : Deep Neural Networks; Electronic Health Records; Length-of-Stay Prediction; Multivariate Time Series Classification; Djupa Neurala Nätverk; Elektroniska Hälsoregister; Klassificering av Multivariat Tidsserie; Förutsägelse av Vistelsetid;

    Abstract : Recent advancements in machine learning and the widespread adoption of electronic healthrecords have enabled breakthroughs for several predictive modelling tasks in health care. One such task that has seen considerable improvements brought by deep neural networks is length of stay (LOS) prediction, in which research has mainly focused on adult patients in the intensive care unit. READ MORE

  4. 4. Applying Machine Learning Methods to Predict the Outcome of Shots in Football

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Sara Hedar; [2020]
    Keywords : machine learning; neural networks; rnn; cnn; logistic regression; lstm; mlp; binary classification; imbalanced learning; football; football shots; shot predictions;

    Abstract : The thesis investigates a publicly available dataset which covers morethan three million events in football matches. The aim of the study isto train machine learning models capable of modeling the relationshipbetween a shot event and its outcome. That is, to predict if a footballshot will result in a goal or not. READ MORE

  5. 5. Specificity Prediction for Sentences in Press Releases

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Tiantian He; [2020]
    Keywords : ;

    Abstract : Specificity is an important factor to text analysis. While much research on sentence specificity experiments upon news, very little is known about press releases. Our study is devoted to specificity in press releases, which are journalistic documents that companies share with the press and other media outlets. READ MORE