Essays about: "logistisk regression"

Showing result 1 - 5 of 75 essays containing the words logistisk regression.

  1. 1. Non-Contractual Churn Prediction with Limited User Information

    University essay from KTH/Matematisk statistik

    Author : Andreas Brynolfsson Borg; [2019]
    Keywords : ;

    Abstract : This report compares the effectiveness of three statistical methods for predicting defecting viewers in SVT's video on demand (VOD) services: logistic regression, random forests, and long short-term memory recurrent neural networks (LSTMs). In particular, the report investigates whether or not sequential data consisting of users' weekly watch histories can be used with LSTMs to achieve better predictive performance than the two other methods. READ MORE

  2. 2. Smarter geovisualization tools : a user approach

    University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

    Author : Frida Ulfves; [2019]
    Keywords : physical geography and ecosystem analysis; geography; geovisualizations; sense of place; user approach; Earth and Environmental Sciences;

    Abstract : Geovisualization tools are continuously becoming more complex. These tools can present vivid and highly accurate representations of the real world. Simultaneously, spatial data is becoming incredibly detailed and the possibilities of interacting with the geovisualization tools are plentiful. Geovisualization tools are indeed powerful. READ MORE

  3. 3. Revenue Management Applicability on Coworking Space : Operator Perspective

    University essay from KTH/Fastigheter och byggande; KTH/Fastigheter och byggande

    Author : Sofie Magne; Jacob Stenswed; [2019]
    Keywords : Revenue Management Model; RM-model; Coworking office; Coworking; office market; Key performance indicators; benchmarks; market segmentation; demand forecast; revenue optimization; Intäktsoptimeringsmodeller; RM-modell; Coworking verksamhet; Co-working kontorsmarknad; resultatindikationer; benchmark; marknadssegementering; efterfrågan prognos;

    Abstract : This thesis explores the potential use and implementation of a revenuemanagement model for coworking operators. With a critical realism philosophyand abductive approach, a quantitative study using primary data from a coworkingoperator has been conducted. READ MORE

  4. 4. Predicting and Explaining Customer Churn for an Audio/e-book Subscription Service using Statistical Analysis and Machine Learning

    University essay from KTH/Matematisk statistik; KTH/Matematisk statistik

    Author : Kajsa Barr; Hampus Pettersson; [2019]
    Keywords : Statistics; Machine learning; customer churn; random forest; logistic regression; Statistik; Maskininlärning; random forest; logistisk regression; kundbortfall;

    Abstract : The current technology shift has contributed to increased consumption of media and entertainment through various mobile devices, and especially through subscription based services. Storytel is a company offering a subscription based streaming service for audio and e-books, and has grown rapidly in the last couple of years. READ MORE

  5. 5. A comparison between Neural networks, Lasso regularized Logistic regression, and Gradient boosted trees in modeling binary sales

    University essay from KTH/Optimeringslära och systemteori; KTH/Optimeringslära och systemteori

    Author : Rickard Strandberg; Johan Låås; [2019]
    Keywords : ;

    Abstract : The primary purpose of this thesis is to predict whether or not a customer will make a purchase from a specific item category. The historical data is provided by the Nordic online-based IT-retailer Dustin. READ MORE