Essays about: "Erik Rosvall"
Found 4 essays containing the words Erik Rosvall.
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1. Feature Selection for Microarray Data via Stochastic Approximation
University essay from Göteborgs universitet/Institutionen för data- och informationsteknikAbstract : This thesis explores the challenge of feature selection (FS) in machine learning, which involves reducing the dimensionality of data. The selection of a relevant subset of features from a larger pool has demonstrated its effectiveness in enhancing the performance of various machine learning algorithms. READ MORE
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2. Comparison of sequence classification techniques with BERT for named entity recognition
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : This thesis takes its starting point from the recent advances in Natural Language Processing being developed upon the Transformer model. One of the significant developments recently was the release of a deep bidirectional encoder called BERT that broke several state of the art results at its release. READ MORE
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3. Extreme Kernel Machine
University essay from KTH/Skolan för teknikvetenskap (SCI)Abstract : The purpose of this report is to examine the combinationof an Extreme Learning Machine (ELM) with the KernelMethod. Kernels lies at the core of Support Vector Machines successin classifying non-linearly separable datasets. The hypothesisis that by combining ELM with a kernel we will utilize featuresin the ELM-space otherwise unused. READ MORE
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4. Extreme Kernel Machine
University essay from KTH/Skolan för teknikvetenskap (SCI)Abstract : The purpose of this report is to examine the combination of an Extreme Learning Machine (ELM) with the Kernel Method . Kernels lies at the core of Support Vector Machines success in classifying non-linearly separable datasets. The hypothesis is that by combining ELM with a kernel we will utilize features in the ELM-space otherwise unused. READ MORE
