Essays about: "Supervised Learn- ing Models"
Found 3 essays containing the words Supervised Learn- ing Models.
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1. Analyzing the performance of active learning strategies on machine learning problems
University essay from Uppsala universitet/Avdelningen för systemteknikAbstract : Digitalisation within industries is rapidly advancing and data possibilities are growing daily. Machine learning models need a large amount of data that are well-annotated for good performance. To get well-annotated data, an expert is needed, which is expensive, and the annotation itself could be very time-consuming. READ MORE
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2. Employee Turnover Prediction - A Comparative Study of Supervised Machine Learning Models
University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskapAbstract : Background: In every organization, employees are an essential resource. For several reasons, employees are neglected by the organizations, which leads to employee turnover. Employee turnover causes considerable losses to the organization. READ MORE
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3. Utilizing unlabeled data in cell type identification : A semi-supervised learning approach to classification
University essay from Linköpings universitet/Statistik och maskininlärningAbstract : Recent research in bioinformatics has presented multiple cell type identification meth- dologies using single cell RNA sequence data (scRNA-seq). However, a consensus on which cell typing methodology consistently demonstrates superior performance remains absent. READ MORE