Matches in SemOpenAlex for { <https://semopenalex.org/work/W3082802412> ?p ?o ?g. }
Showing items 1 to 83 of
83
with 100 items per page.
- W3082802412 abstract "Housing is one of the fundamental essential of every living thing hence the reason for continuous research in this sector. This project simply examines a dataset, which consists 1460 observations and 80 features that contribute to the sale price of the houses. Dataset was cleaned and transformed and some explorations were done on it to answer some basic questions that anybody would like to ask about housing. Feature engineering was performed on the transformed data using Principal Component Analysis (PCA) and dummy encoding and this is to ensure our dataset is ready in the right form with the right variables to be used in the algorithms, which results in improved model accuracy. Different ensemble algorithms were used on the dataset in this project. The overall result of this project shows that the most important variables that determine the price of a house being sold.Keywords: Housing price, Principal Component Analysis, Dummy encoding, Ensemble Algorithms and Feature Engineering." @default.
- W3082802412 created "2020-09-08" @default.
- W3082802412 creator A5071393740 @default.
- W3082802412 date "2020-01-01" @default.
- W3082802412 modified "2023-09-26" @default.
- W3082802412 title "House Sale Price Prediction using Feature EngineeringTechniques and Ensemble Learning Algorithms" @default.
- W3082802412 hasPublicationYear "2020" @default.
- W3082802412 type Work @default.
- W3082802412 sameAs 3082802412 @default.
- W3082802412 citedByCount "0" @default.
- W3082802412 crossrefType "dissertation" @default.
- W3082802412 hasAuthorship W3082802412A5071393740 @default.
- W3082802412 hasConcept C10138342 @default.
- W3082802412 hasConcept C108583219 @default.
- W3082802412 hasConcept C111919701 @default.
- W3082802412 hasConcept C11413529 @default.
- W3082802412 hasConcept C119857082 @default.
- W3082802412 hasConcept C119898033 @default.
- W3082802412 hasConcept C121332964 @default.
- W3082802412 hasConcept C124101348 @default.
- W3082802412 hasConcept C125411270 @default.
- W3082802412 hasConcept C138885662 @default.
- W3082802412 hasConcept C144559511 @default.
- W3082802412 hasConcept C154945302 @default.
- W3082802412 hasConcept C162324750 @default.
- W3082802412 hasConcept C168167062 @default.
- W3082802412 hasConcept C27438332 @default.
- W3082802412 hasConcept C2776401178 @default.
- W3082802412 hasConcept C2778827112 @default.
- W3082802412 hasConcept C41008148 @default.
- W3082802412 hasConcept C41895202 @default.
- W3082802412 hasConcept C45942800 @default.
- W3082802412 hasConcept C90329073 @default.
- W3082802412 hasConcept C97355855 @default.
- W3082802412 hasConceptScore W3082802412C10138342 @default.
- W3082802412 hasConceptScore W3082802412C108583219 @default.
- W3082802412 hasConceptScore W3082802412C111919701 @default.
- W3082802412 hasConceptScore W3082802412C11413529 @default.
- W3082802412 hasConceptScore W3082802412C119857082 @default.
- W3082802412 hasConceptScore W3082802412C119898033 @default.
- W3082802412 hasConceptScore W3082802412C121332964 @default.
- W3082802412 hasConceptScore W3082802412C124101348 @default.
- W3082802412 hasConceptScore W3082802412C125411270 @default.
- W3082802412 hasConceptScore W3082802412C138885662 @default.
- W3082802412 hasConceptScore W3082802412C144559511 @default.
- W3082802412 hasConceptScore W3082802412C154945302 @default.
- W3082802412 hasConceptScore W3082802412C162324750 @default.
- W3082802412 hasConceptScore W3082802412C168167062 @default.
- W3082802412 hasConceptScore W3082802412C27438332 @default.
- W3082802412 hasConceptScore W3082802412C2776401178 @default.
- W3082802412 hasConceptScore W3082802412C2778827112 @default.
- W3082802412 hasConceptScore W3082802412C41008148 @default.
- W3082802412 hasConceptScore W3082802412C41895202 @default.
- W3082802412 hasConceptScore W3082802412C45942800 @default.
- W3082802412 hasConceptScore W3082802412C90329073 @default.
- W3082802412 hasConceptScore W3082802412C97355855 @default.
- W3082802412 hasLocation W30828024121 @default.
- W3082802412 hasOpenAccess W3082802412 @default.
- W3082802412 hasPrimaryLocation W30828024121 @default.
- W3082802412 hasRelatedWork W2327238438 @default.
- W3082802412 hasRelatedWork W2736337626 @default.
- W3082802412 hasRelatedWork W3009246211 @default.
- W3082802412 hasRelatedWork W3036688787 @default.
- W3082802412 hasRelatedWork W3043514468 @default.
- W3082802412 hasRelatedWork W3093149868 @default.
- W3082802412 hasRelatedWork W3114096325 @default.
- W3082802412 hasRelatedWork W3122349295 @default.
- W3082802412 hasRelatedWork W3157032550 @default.
- W3082802412 hasRelatedWork W3159782251 @default.
- W3082802412 hasRelatedWork W3166212727 @default.
- W3082802412 hasRelatedWork W3174993098 @default.
- W3082802412 hasRelatedWork W3195138765 @default.
- W3082802412 hasRelatedWork W3203818984 @default.
- W3082802412 hasRelatedWork W3210864981 @default.
- W3082802412 hasRelatedWork W2954693762 @default.
- W3082802412 hasRelatedWork W2957579559 @default.
- W3082802412 hasRelatedWork W2959102108 @default.
- W3082802412 hasRelatedWork W3086469361 @default.
- W3082802412 hasRelatedWork W3091541627 @default.
- W3082802412 isParatext "false" @default.
- W3082802412 isRetracted "false" @default.
- W3082802412 magId "3082802412" @default.
- W3082802412 workType "dissertation" @default.