Essays about: "Statistisk inlärning"

Found 5 essays containing the words Statistisk inlärning.

  1. 1. RegressionModeling from the Statistical Learning Perspective - with an Application toAdvertisement Data

    University essay from KTH/Matematisk statistik

    Author : Max Öwall; [2018]
    Keywords : ;

    Abstract : Advertising on social media, and on Facebook in specific, is a global industry from which the social media platforms get their biggest revenues. The performance of these advertisements in relation to the money invested in the advertisement can be measured in the metric cost per thousand impressions (CPM). READ MORE

  2. 2. Multi-class Supervised Classification Techniques for High-dimensional Data: Applications to Vehicle Maintenance at Scania

    University essay from KTH/Matematisk statistik

    Author : Daniel Berlin; [2017]
    Keywords : Statistical learning; Machine learning; Neural networks; Deep learning; Supervised;

    Abstract : In vehicle repairs, many times locating the cause of error could turn out more time consuming than the reparation itself. Hence a systematic way to accurately predict a fault causing part would constitute a valuable tool especially for errors difficult to diagnose. READ MORE

  3. 3. Risk Premium Prediction of Car Damage Insurance using Artificial Neural Networks and Generalized Linear Models

    University essay from KTH/Matematisk statistik

    Author : Lovisa Styrud; [2017]
    Keywords : ;

    Abstract : Over the last few years the interest in statistical learning methods, in particular artificial neural networks, has reawakened due to increasing computing capacity, available data and a strive towards automatization of different tasks. Artificial neural networks have numerous applications, why they appear in various contexts. READ MORE

  4. 4. On-Line Market Microstructure Prediction Using Hidden Markov Models

    University essay from KTH/Matematisk statistik

    Author : Måns Tillman; [2017]
    Keywords : ;

    Abstract : Over the last decades, financial markets have undergone dramatic changes. With the advent of the arbitrage pricing theory, along with new technology, markets have become more efficient. READ MORE

  5. 5. High-Dimensional Classification Models with Applications to Email Targeting

    University essay from KTH/Matematisk statistik

    Author : Anders Pettersson; [2015]
    Keywords : Statistical learning; logistic regression; random forest classifier; customer relationship management; customer targeting.; Statistisk inlärning; logistisk regression; random forest klassificerare; kundrelationshantering; kundinriktning.;

    Abstract : Email communication is valuable for any modern company, since it offers an easy mean for spreading important information or advertising new products, features or offers and much more. To be able to identify which customers that would be interested in certain information would make it possible to significantly improve a company's email communication and as such avoiding that customers start ignoring messages and creating unnecessary badwill. READ MORE