Essays about: "regression trees"

Showing result 1 - 5 of 148 essays containing the words regression trees.

  1. 1. ML implementation for analyzing and estimating product prices

    University essay from Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013)

    Author : Abel Getachew Kenea; Gabriel Fagerslett; [2024]
    Keywords : Machine Learning; ML; Regression; Deep Learning; Artificial Neural Network; ANN; TensorFlow; ScikitLearn; CUDA; cuDNN; Estimation; Prediction; AI; Artificial Intelligence; Price Tracking; Price Logging; Price Estimation; Supervised Learning; Random Forest; Decision Trees; Batch Learning; Hyperparameter Tuning; Linear Regression; Multiple Linear Regression; Maskininlärning; Djup lärning; Artificiellt Neuralt Nätverk; Regression; TensorFlow; SciktLearn; ML; ANN; Estimation; Uppskattning; CUDA; cuDNN; AI; Artificiell Intelligens; pris loggning; pris estimation; prisspårning; Batchinlärning; Hyperparameterjustering; Linjär Regression; Multipel Linjär Regression; Supervised Learning; Random Forest; Decision Trees;

    Abstract : Efficient price management is crucial for companies with many different products to keep track of, leading to the common practice of price logging. Today, these prices are often adjusted manually, but setting prices manually can be labor-intensive and prone to human error. READ MORE

  3. 2. Decision Trees for Classification of Repeated Measurements

    University essay from Linköpings universitet/Tillämpad matematik; Linköpings universitet/Tekniska fakulteten

    Author : Julianna Holmberg; [2024]
    Keywords : Repeated Measurement Data; Growth Curve Model; Linear Discriminant Analysis; Decision Tree; Bootstrap Aggregating; CART; CART-LC;

    Abstract : Classification of data from repeated measurements is useful in various disciplines, for example that of medicine. This thesis explores how classification trees (CART) can be used for classifying repeated measures data. READ MORE

  4. 3. Value Relevance of Capitalized Intangibles

    University essay from Handelshögskolan i Stockholm/Institutionen för redovisning och finansiering

    Author : Adam Groundstroem; Martin Svedin; [2024]
    Keywords : Intangible assets; Capitalization; Value relevance; Financial Reporting;

    Abstract : This study aims to examine the value relevance of different accounting treatments of intangibles. We investigate the immediate expensing of intangible investments in Research and Development (R&D) and Selling, General, and Administrative (SG&A) and, by using methods that attempt to adjust financial statements, we investigate if capitalizing these investments results in a measure with higher value relevance. READ MORE

  5. 4. Regression and time estimation in the manufacturing industry

    University essay from Uppsala universitet/Statistik, AI och data science

    Author : Walter Bjernulf; [2023]
    Keywords : regression; linear regression; regression trees; random forests; cross validation; variable selection; conformal prediction;

    Abstract : In this thesis an analysis is performed on operation times for different sized products in a manufacturing company. The thesis will introduce and summarise most of the theory needed to perform regression and also cover a worked example where three different regression models are learned, evaluated and analysed. READ MORE

  6. 5. Sensitivity of Norway Spruce (Picea abies) to inundation.

    University essay from Umeå universitet/Institutionen för ekologi, miljö och geovetenskap

    Author : Whitney Cleopatra Vlahakis; [2023]
    Keywords : Inundation; riparian zone; spruce seedlings; restoration; mortality;

    Abstract : Alteration of river flow regimes due to dams result in modifications of riparian ecosystem, with impacts on vegetation, landforms, and habitats. A key characteristic that differentiates riparian zones from adjacent aquatic and terrestrial environments is the event of periodic flooding and water logging. READ MORE