Essays about: "linear learner"

Showing result 11 - 12 of 12 essays containing the words linear learner.

1. 11. An Ensemble Machine Learning Approach to Estimating Swiss Home Prices

   University essay from Handelshögskolan i Stockholm/Institutionen för nationalekonomi

   Author : Andreas Thuerlimann; [2018]
   Keywords : Machine Learning; Hedonic Pricing Model; Real Estate; Stacked Generalization;

   Abstract : The price of a home is usually estimated by professional appraisers or by automated home valuation models, also known a hedonic pricing models. In the past, these models were largely based on linear regression models, however there is a trend towards using machine learning algorithms to estimate home prices. READ MORE

3. 12. Improving Artist Content Matching with Stacking : A comparison of meta-level learners for stacked generalization

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Fannar Magnússon; [2018]
   Keywords : machine learning; stacked generalization; combining classifiers; meta-learning; name disambiguation.; maskininlärning; staplade generaliseringar; kombinerande klassificerare; metainlärning; namn disambiguering.;

   Abstract : Using automatic methods to assign incoming tracks and albums from multiple sources to artists entities in a digital rights management company, where no universal artist identifier is available and artist names can be ambiguous, is a challenging problem. In this work we propose to use stacked generalization to combine the predictions of heterogeneous classifiers for an improved quality of artist content matching on two datasets from a digital rights management company. READ MORE