Essays about: "feature ranking"
Showing result 1 - 5 of 19 essays containing the words feature ranking.
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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. Designing Applicant Tracking Systems : A user-centered approach to improving recruiter efficiency
University essay from Umeå universitet/Institutionen för tillämpad fysik och elektronikAbstract : Applicant Tracking Systems (ATS) help the recruiter keep track of all candidates and applications for a job. However, there is a large amount of information regarding candidates and their applications. Therefore, the interface that displays a candidate profile needs to be designed to help the recruiter manage all candidates in an efficient way. READ MORE
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3. Shoppin’ in the Rain : An Evaluation of the Usefulness of Weather-Based Features for an ML Ranking Model in the Setting of Children’s Clothing Online Retailing
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Online shopping offers numerous benefits, but large product catalogs make it difficult for shoppers to understand the existence and characteristics of every item for sale. To simplify the decision-making process, online retailers use ranking models to recommend products relevant to each individual user. READ MORE
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4. Advanced Footwear Technology, Are Ground Reaction Forces and Lower Extremity Loading Dependent on Shoe Energy Return Characteristics?
University essay from KTH/Medicinteknik och hälsosystemAbstract : In the long distance running community there is currently controversy as a result of the release of Advanced Footwear Technology (AFT) type of shoes. The AFT shoes with performance enhancing mechanical properties are currently used with great success. READ MORE
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5. Flight Sorting Algorithm Based on Users’ Behaviour
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The model predicts the best flight order and recommend best flight to users. The thesis could be divided into the following three parts: Feature choosing, data-preprocessing, and various algorithms experiment. READ MORE