Essays about: "False Positive"
Showing result 1 - 5 of 145 essays containing the words False Positive.
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1. The influence of data annotation process requirements on performance criteria of ML models
University essay from Göteborgs universitet/Institutionen för data- och informationsteknikAbstract : The data annotation process is a critical step in the development of machine learning (ML) models, as it entails labeling data to help supervised learning. This study investigates the impact of data annotation process requirements on the performance of ML models. READ MORE
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2. Comparing the Locality Preservation of Z-order Curves and Hilbert Curves
University essay from Göteborgs universitet/Institutionen för data- och informationsteknikAbstract : Developing and testing software in the automotive industry and in the research of autonomous vehicles requires the costly querying of multidimensional data recorded from such a vehicle’s various sensors. Through encoding such data using space filling curves, faster queries could be achieved by reducing multiple dimensions into a singular dimension, while exploiting the patterns that emerge in the one-dimensional representation to still get accurate search results. READ MORE
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3. Neural Network-based Anomaly Detection Models and Interpretability Methods for Multivariate Time Series Data
University essay from Stockholms universitet/Institutionen för data- och systemvetenskapAbstract : Anomaly detection plays a crucial role in various domains, such as transportation, cybersecurity, and industrial monitoring, where the timely identification of unusual patterns or outliers is of utmost importance. Traditional statistical techniques have limitations in handling complex and highdimensional data, which motivates the use of deep learning approaches. READ MORE
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4. Är mjölkprover en alternativ provtagningsmetod för diagnostik av lentivirus hos små idisslare?
University essay from SLU/Dept. of Clinical SciencesAbstract : Lentivirus hos små idisslare (engelska: small ruminant lentivirus; SRLV) innefattar två olika virus: visna-maedivirus (VMV) och kaprin artrit encefalitvirus (CAEV). Dessa två virus orsakar kroniska infektioner hos små idisslare som slutligen leder till döden. READ MORE
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5. A Quantitative Framework for Constructing a Multi-Asset CTA with a Momentum-Based Approach
University essay from Uppsala universitet/DatalogiAbstract : Commodity Trading Advisors (CTAs) have gained popularity due to their abilities to generate an absolute return strategy. Little is known about how CTAs work and what variables are important to tune in order to create a profitable strategy. READ MORE
