Essays about: "MLP-regressor"

Found 2 essays containing the word MLP-regressor.

  1. 1. Predictive Analysis of Heating Systems for Fault Detection

    University essay from Blekinge Tekniska Högskola

    Author : Syam Kumar Vemana; Sai Keerthi Applili; [2021]
    Keywords : Machine Learning; Supervised Learning; Regression analysis; Fault detection; Predictive analysis;

    Abstract : Background : The heat load has an emergent role in the energy consumption of the heating system in buildings. The industry experts also have been constantly focusing on the heat load optimization techniques and in the recent years, numerous Machine Learning (ML) techniques have come into picture to resolve various tasks. READ MORE

  3. 2. Predictive Autoscaling of Systems using Artificial Neural Networks

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Christoffer Lundström; Camilla Heiding; [2021]
    Keywords : autoscaling; predictive autoscaling; machine learning; artificial neural networks; multilayer preceptrons; MLP-regressor; time series forecasting;

    Abstract : Autoscalers handle the scaling of instances in a system automatically based on specified thresholds such as CPU utilization. Reactive autoscalers do not take the delay of initiating a new instance into account, which may lead to overutilization. READ MORE