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Data Science in Action

Data Science in Action. Thursday, 11 July 2013. Are your recommendations any good? If you've worked much with recommender systems you'll know that offline evaluation of recommendation algorithms can bring on a serious headache in no time. It was nice of Netflix to offer researchers $1M. Here are some of the pain points that I've bumped into recently:. Public datasets aren't enough for (easily) reproducible research: take a look at the results reported here. Toolkits need to scale: MyMediaLite. For exampl...

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Data Science in Action. Thursday, 11 July 2013. Are your recommendations any good? If you've worked much with recommender systems you'll know that offline evaluation of recommendation algorithms can bring on a serious headache in no time. It was nice of Netflix to offer researchers $1M. Here are some of the pain points that I've bumped into recently:. Public datasets aren't enough for (easily) reproducible research: take a look at the results reported here. Toolkits need to scale: MyMediaLite. For exampl...

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https://data-science-in-action.blogspot.com

Data Science in Action. Thursday, 11 July 2013. Are your recommendations any good? If you've worked much with recommender systems you'll know that offline evaluation of recommendation algorithms can bring on a serious headache in no time. It was nice of Netflix to offer researchers $1M. Here are some of the pain points that I've bumped into recently:. Public datasets aren't enough for (easily) reproducible research: take a look at the results reported here. Toolkits need to scale: MyMediaLite. For exampl...

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Data Science in Action: Are your recommendations any good?

http://www.data-science-in-action.blogspot.com/2013/07/are-your-recommendations-any-good.html

Data Science in Action. Thursday, 11 July 2013. Are your recommendations any good? If you've worked much with recommender systems you'll know that offline evaluation of recommendation algorithms can bring on a serious headache in no time. It was nice of Netflix to offer researchers $1M. Here are some of the pain points that I've bumped into recently:. Public datasets aren't enough for (easily) reproducible research: take a look at the results reported here. Toolkits need to scale: MyMediaLite. For exampl...

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Data Science in Action: July 2013

http://www.data-science-in-action.blogspot.com/2013_07_01_archive.html

Data Science in Action. Thursday, 11 July 2013. Are your recommendations any good? If you've worked much with recommender systems you'll know that offline evaluation of recommendation algorithms can bring on a serious headache in no time. It was nice of Netflix to offer researchers $1M. Here are some of the pain points that I've bumped into recently:. Public datasets aren't enough for (easily) reproducible research: take a look at the results reported here. Toolkits need to scale: MyMediaLite. For exampl...

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