Essays about: "shapley value"
Showing result 1 - 5 of 9 essays containing the words shapley value.
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1. A Systematic Study of Semi-Supervised Learning Based on Shapley Value Data Valuation
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : Semi-supervised learning algorithms seek to train prediction models on both labelled and unlabelled that outperform prediction models trained only on labelled data. Semi-supervised learning is often realised through the selection of unlabelled instances with predicted pseudo-labels. READ MORE
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2. Road-traffic accident prediction model : Predicting the Number of Casualties
University essay from Högskolan i Skövde/Institutionen för informationsteknologiAbstract : Efficient and effective road traffic prediction and management techniques are crucial in intelligent transportation systems. It can positively influence road advancement, safety enhancement, regulation formulation, and route planning to save living things in advance from road traffic accidents. READ MORE
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3. On Valuation of Observations in Linear Regression Models
University essay from Lunds universitet/Statistiska institutionenAbstract : In the Machine Learning field, more and more of the data collection is commercialised, even with monetary rewards to people and organisations for providing input data for models. Even if data collection is not associated with direct costs for the researcher, there are many cases where there are indirect, or circumstancial, costs associated with it. READ MORE
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4. Sales Modeling and Local Factor Decomposition for Optimal Investment Decisions in MMM: A Monte Carlo Simulation Study
University essay from Handelshögskolan i Stockholm/Institutionen för nationalekonomiAbstract : Media Mix Models (MMM) are used to understand drivers behind key performance indicators and to measure the effectiveness of media channels. The key metric to report causal impacts of media investments on sales is return on investment (ROI). The shape of ROI-curves crucially impacts optimal allocation. READ MORE
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5. Marketing Mix Modelling: A comparative study of statistical models
University essay from Linköpings universitet/Institutionen för datavetenskapAbstract : Deciding the optimal media advertisement spending is a complex issue that many companies today are facing. With the rise of new ways to market products, the choices can appear infinite. One methodical way to do this is to use Marketing Mix Modelling (MMM), in which statistical modelling is used to attribute sales to media spendings. READ MORE