Machine learning algorithms for datasets popularity prediction

This report represents continued study where ML algorithms were used to predict databases popularity. Three topics were covered. First of all, there was a discrepancy between old and new meta-data collection procedures, so a reason for that had to be found. Secondly, different parameters were analys...

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Detalles Bibliográficos
Autor principal: Kancys, Kipras
Lenguaje:eng
Publicado: 2016
Materias:
Computing and Computers
Acceso en línea:http://cds.cern.ch/record/2209093
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author Kancys, Kipras
author_facet Kancys, Kipras
author_sort Kancys, Kipras
collection CERN
description This report represents continued study where ML algorithms were used to predict databases popularity. Three topics were covered. First of all, there was a discrepancy between old and new meta-data collection procedures, so a reason for that had to be found. Secondly, different parameters were analysed and dropped to make algorithms perform better. And third, it was decided to move modelling part on Spark.
id cern-2209093
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2016
record_format invenio
spelling cern-22090932019-09-30T06:29:59Zhttp://cds.cern.ch/record/2209093engKancys, KiprasMachine learning algorithms for datasets popularity prediction Computing and ComputersThis report represents continued study where ML algorithms were used to predict databases popularity. Three topics were covered. First of all, there was a discrepancy between old and new meta-data collection procedures, so a reason for that had to be found. Secondly, different parameters were analysed and dropped to make algorithms perform better. And third, it was decided to move modelling part on Spark.CERN-STUDENTS-Note-2016-084oai:cds.cern.ch:22090932016-08-19
spellingShingle Computing and Computers
Kancys, Kipras
Machine learning algorithms for datasets popularity prediction
title Machine learning algorithms for datasets popularity prediction
title_full Machine learning algorithms for datasets popularity prediction
title_fullStr Machine learning algorithms for datasets popularity prediction
title_full_unstemmed Machine learning algorithms for datasets popularity prediction
title_short Machine learning algorithms for datasets popularity prediction
title_sort machine learning algorithms for datasets popularity prediction
topic Computing and Computers
url http://cds.cern.ch/record/2209093
work_keys_str_mv AT kancyskipras machinelearningalgorithmsfordatasetspopularityprediction

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