Essays about: "adaboost thesis"

Showing result 1 - 5 of 25 essays containing the words adaboost thesis.

  1. 1. Forecast-based AI Decisions for Winter Road Maintenance

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Johan Alfredéen; [2022]
    Keywords : ;

    Abstract : In countries with freezing temperatures, proper road maintenance is an important intervention to reduce traffic accidents and fatalities and improves road passability. While de-icing using road salt can be an effective intervention, it may also lead to harmful side effects such as damage to vehicles, groundwater contamination and plant stress. READ MORE

  3. 2. Predicting Bankruptcy with Machine Learning Models

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Thea Åkerblom; [2022]
    Keywords : ;

    Abstract : This thesis explores the predictive power of different machine learning algorithms in Swedish firm defaults. Both firm-specific variables and macroeconomic variables are used to calculate the estimated probabilities of firm default. READ MORE

  4. 3. Modification of the RusBoost algorithm : A comparison of classifiers on imbalanced data

    University essay from Umeå universitet/Statistik

    Author : Isak Forslund; [2022]
    Keywords : ;

    Abstract : In many situations data is imbalanced, meaning the proportion of one class is larger than the other(s). Standard classifiers often produce undesirable results when the data is imbalanced and different methods have been developed in the attempt to improve classification under such conditions. READ MORE

  5. 4. Deep and Machine Learning on Imaging Flow Cytometry

    University essay from Uppsala universitet/Institutionen för farmaceutisk biovetenskap

    Author : Xinyi Dai; [2022]
    Keywords : Imaging flow cytometry; image-based analysis; machine learning;

    Abstract : Cell painting uses fluorescent agents to label the compositions or organelles of cells to evoke morphological profiling. Imaging flow cytometry (IFC) is a multi-channel imaging technique to acquire individual cell images, including the brightfield and multiple single fluorescence channels. READ MORE

  6. 5. Using Ensemble Machine Learning Methods in Estimating Software Development Effort

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Alekhya Kanneganti; [2020]
    Keywords : Software Development Effort; Ensemble; Ensemble Learning; Stacking Ensemble; Software Development Effort Estimation; Machine Learning; Estimation of Software Development Effort; Effort Estimation;

    Abstract : Background: Software Development Effort Estimation is a process that focuses on estimating the required effort to develop a software project with a minimal budget. Estimating effort includes interpretation of required manpower, resources, time and schedule. Project managers are responsible for estimating the required effort. READ MORE