How to deal with Data Imbalance in Naive Bayes?
Hello, I am trying to build a text classifier to time series data. It is a binary classifier but the presence of classes in the data is heavily skewed. This makes the prior very strong for one of the...
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Classifying graphic design tasks with machine learning
submitted by dhotson [link][1 comment]
View ArticleHow to approach behavior-based segmentation with discrete time-series data?
I have hit a goldmine of data for my bachelor's thesis. A mobile gaming company is giving me full access to their database (about half a petabyte! though not all relevant to my research, of course)....
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Hebel - GPU-Accelerated Deep Learning Library in Python
submitted by hannes_brt [link][2 comments]
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[Coursera] New Data Science Specialization (9 courses)
submitted by RoughPineapple [link][25 comments]
View ArticleHelp with LIBSVM
I've a multiclass classification task at hand which I would like to pose as One vs One classification problems. I've models that are trained for each pair of classes and I would like to combine all of...
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A ML review/intro for non-technical person.
I need to send a non-technical person some kind of an article which clearly articulates in non-technical terms what ML is, how it's been successful and what are the advantages over other problem...
View ArticleNeed help with Regression Trees
Can some help me with the formula for building a regression tree. I know how to build a decision tree, but when the values of the labels are continuous I don't know how to calculate entropy and...
View ArticleAutomating group "equalization" in A/B testing
Suppose you split a collection of users into groups A and B. But it turns out that group A users have an average of some metric at, say, 12 hours, while group B has that average for that metric at 9...
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Great exposition of Cybenko's and Kolmogorov's theorems for Universal...
submitted by DevFRus [link][comment]
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skdata - Data Sets for Machine Learning in Python
submitted by olaf_nij [link][comment]
View ArticleNeed some help on a few Neural Net fundamentals
Hi all, I'm taking a course on NNs and there are a few fundamentals I need cleared up. Textbooks tend to be more confusing than helpful and what's online teds to be quite confusing.Also, I've been...
View ArticleDeep Learning w/ Bengio: problems, solutions and more problems
submitted by heladopicante [link][comment]
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Five important ML papers from a last few years, by Neil Lawrence (GP guy from...
submitted by Foxtr0t [link][2 comments]
View ArticleCMU's PGM
http://www.cs.cmu.edu/~epxing/Class/10708/lecture.htmlSlides, readings, homework and VIDEOS!Course is ongoing. submitted by dahuiluo [link][1 comment]
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