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Interesting paper on the relationship between information, boosting, and...

submitted by rrenaud [link] [1 comment]

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What is the prerequisite knowledge to *really* "get" conditional random...

I do work in computer vision, but I have avoided these topics for a while since the Bayesian probability theory doesn't always seem to make sense to me in the context of computer vision. I want to...

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We are the 99%.

submitted by gatr1126 [link] [4 comments]

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Opinion on most complete ML resource?

Hello friends. I am getting into the field of bioinformatics, after having pursued a degree in biomolecular engineering and biochemistry. Since I am not a CS student and still work in the field of...

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Has anyone used Microsoft's data mining tools?

SQL Server ships with Analysis services. Within AS there's algorithms for dtrees, clustering, NB, regressions and more. It also looks like there's plugins for SVMs and parallelization. Does anyone have...

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Benchmarking time series models

submitted by pandemik [link] [comment]

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Strata2012

Hi, does anyone know of any data science conferences similar to the strata conference, that are later in the year or perhaps in europe? Strata2012 looks amazing but I just can't afford the time or...

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Is JINR still alive?

Is the Journal of Interesting Negative Results in Natural Language Processing and Machine Learning still alive? I think the idea is sound (that negative results should be published so that others don't...

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Confidence Weighted Linear Classification: Improve online learning by keeping...

submitted by rrenaud [link] [4 comments]

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Top 20 R posts of 2011 (as measured by R-bloggers.com)

submitted by talgalili [link] [comment]

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Ask r/ML: k-means clustering is putting everything in one cluster, how come?

Hi r/ML, First, I'm not sure if this subreddit accepts questions like this. Please redirect me if it's better posted elsewhere. The presenting problem I have is that running k-means clustering on my...

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Clever and unintentional ways to overfit a data set

submitted by rrenaud [link] [comment]

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Doing Bayesian Data Analysis Now in Jags

submitted by cavedave [link] [comment]

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Decision Tree implementation

Hi, I'm looking for implementation of Decision Tree algorithm which is very scalable, supports classification / regression, customizable (for example selection of masure - entropy based / Chi-square...

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A case study of web pornography search [PDF][SFW]

submitted by psyyduck [link] [7 comments]

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How similar is machine learning to business application development?

Do machine learning scientist use agile development and unit testing? How about object oriented programming? What's the career prospects? Can machine learning scientists do startups? submitted by...

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Diagnosing the way a ML algorithm behaves on a problem is non trivial. Has...

I got the idea from seeing the title of this paper: Knows what it knows: a framework for self-aware learning. So, it would be nice to have an extra layer on top of a ML algorithm that would look at its...

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Introduction to Conditional Random Fields

submitted by kapichu [link] [comment]

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How Big Data analysts reappropriate algorithms from evolution and warfare

submitted by protein_bricks_4_all [link] [comment]

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Complete notes of Stanford machine learning course

submitted by sunng [link] [2 comments]

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