Essays about: "linear learner"

Showing result 6 - 10 of 12 essays containing the words linear learner.

  1. 6. Is the Federal Reserve Causing Funds to Underperform? A causal machine learning analysis

    University essay from Lunds universitet/Statistiska institutionen; Lunds universitet/Nationalekonomiska institutionen

    Author : Willian Trindade Leite; Oliver Serenhov; [2022]
    Keywords : Causal inference; actively managed funds; passively managed funds; gradient boosting; double machine learning; Business and Economics;

    Abstract : Macroeconomic conditions heavily influence financial markets, and the leading corpus of theory in the field lays out some general principles observed by investors and asset managers alike. However, while the theory is sound, it is hard to measure how much effect these conditions have. READ MORE

  3. 7. Soft sensor for snow density measurements

    University essay from Mittuniversitetet/Institutionen för elektronikkonstruktion

    Author : Filippa Brandt; [2022]
    Keywords : Machine Learning; soft sensor; snow density; linear regression; GPR; neural network; SVM;

    Abstract : The aim of this project was to examine if a machine learning model could be used to predict snow density from six different weather parameters. These were artificially generated snow density, air temperature, ground temperature, relative humidity, windspeed and the snow depth change. READ MORE

  4. 8. Fault Clustering With Unsupervised Learning Using a Modified Gaussian Mixture Model and Expectation Maximization

    University essay from Linköpings universitet/Fordonssystem

    Author : Kevin Lindström; [2021]
    Keywords : ;

    Abstract : When a fault is detected in the engine, the check engine light will come on. After that, it is often up to the mechanic to diagnose the engine fault. Manual fault classification by a mechanic can be time-consuming and expensive. READ MORE

  5. 9. Using supervised learning methods to predict the stop duration of heavy vehicles.

    University essay from Mälardalens högskola/Akademin för utbildning, kultur och kommunikation

    Author : Emiel Oldenkamp; [2020]
    Keywords : Mathematics; Applied Mathematics; Machine Learning; Supervised Learning; Regression; Linear Learner; Linear Regression; K-Nearest neighbors; Extreme Gradient Boosting; XGBoost; AWS SageMaker; Scania; Data Science; Data Analysis;

    Abstract : In this thesis project, we attempt to predict the stop duration of heavy vehicles using data based on GPS positions collected in a previous project. All of the training and prediction is done in AWS SageMaker, and we explore possibilities with Linear Learner, K-Nearest Neighbors and XGBoost, all of which are explained in this paper. READ MORE

  6. 10. Gender differences in syntactic complexity amongst Swedish L2 learners of English

    University essay from Högskolan i Gävle/Avdelningen för humaniora

    Author : Adam John; [2019]
    Keywords : syntactic complexity; gender; L2 learners; ULEC; linear regression;

    Abstract : Internationally, female L2 learners of English are believed to outperform males in all areas including writing. However, in the context of Sweden, the gender gap has been reducing in recent decades. READ MORE