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Rachel + Geoff Study ML

Rachel Bobbins and Geoff Pleiss, two seniors at Olin College, document their experience in studying ML via Kaggle competitions

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Rachel + Geoff Study ML | rachelgeofflearn.blogspot.com Reviews
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Rachel Bobbins and Geoff Pleiss, two seniors at Olin College, document their experience in studying ML via Kaggle competitions
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Rachel + Geoff Study ML | rachelgeofflearn.blogspot.com Reviews

https://rachelgeofflearn.blogspot.com

Rachel Bobbins and Geoff Pleiss, two seniors at Olin College, document their experience in studying ML via Kaggle competitions

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rachelgeofflearn.blogspot.com rachelgeofflearn.blogspot.com
1

Rachel + Geoff Study ML: October 2012

http://www.rachelgeofflearn.blogspot.com/2012_10_01_archive.html

Rachel Geoff Study ML. Rachel Bobbins and Geoff Pleiss: Two students at Olin College trying to learn about how machines learn. Sunday, October 28, 2012. Our first competition, cont. (Part 2: Logistic Classifier). This bring us to. Turns out logistic classifiers aren’t very great for handwriting recognizers. But before we get to the results, a little bit about how they work. For the logistic classifier, the cost is determined by the following function:. We trained the classifier with all 30k training samp...

2

Rachel + Geoff Study ML: November 2012

http://www.rachelgeofflearn.blogspot.com/2012_11_01_archive.html

Rachel Geoff Study ML. Rachel Bobbins and Geoff Pleiss: Two students at Olin College trying to learn about how machines learn. Sunday, November 4, 2012. Our first competition, cont. (Wrapping it all up - actually). So this is our final post on the handwriting recognition competition! It was swell, but now it’s time to say goodbye. Did we try all we could have tried? Here are some major things we learned along the way:. More complicated does not mean better. The 80-20 rule really applies. When dealing wit...

3

Rachel + Geoff Study ML: Conclusion

http://www.rachelgeofflearn.blogspot.com/2012/12/conclusion.html

Rachel Geoff Study ML. Rachel Bobbins and Geoff Pleiss: Two students at Olin College trying to learn about how machines learn. Wednesday, December 12, 2012. We didn't meet our original goal of beating the LENSTOOL metric, but realistically, this was more of a learning experience for us than a competition. By viewing it primarily as a learning experience, we can confidently say that it has been a resounding success. Below are some of the things we learned:. 3 It's helpful to have an advanced degree when s...

4

Rachel + Geoff Study ML: A New Hope

http://www.rachelgeofflearn.blogspot.com/2012/12/a-new-hope.html

Rachel Geoff Study ML. Rachel Bobbins and Geoff Pleiss: Two students at Olin College trying to learn about how machines learn. Wednesday, December 12, 2012. At this point in the competition, we had a pretty good method for predicting the position of halos. However, we had no accurate way of predicting the number of halos. An in-depth look at "better subtraction". So what does it mean to "subtract away" the effect of the first halo? To figure out how much to subtract away, we first create a copy of the sk...

5

Rachel + Geoff Study ML: All's well that ends well

http://www.rachelgeofflearn.blogspot.com/2012/12/alls-well-that-ends-well.html

Rachel Geoff Study ML. Rachel Bobbins and Geoff Pleiss: Two students at Olin College trying to learn about how machines learn. Wednesday, December 19, 2012. All's well that ends well. After our update last Thursday, we thought we were done with the competition. It was time to finish up the rest of our finals and enjoy one last weekend at Olin. It had been a good run, but we didn't meet our original goal of beating the lenstool method. Today I got home for winter break, excited to catch my dad (hi dad!

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Rachel + Geoff Study ML

Rachel Geoff Study ML. Rachel Bobbins and Geoff Pleiss: Two students at Olin College trying to learn about how machines learn. Wednesday, December 19, 2012. All's well that ends well. After our update last Thursday, we thought we were done with the competition. It was time to finish up the rest of our finals and enjoy one last weekend at Olin. It had been a good run, but we didn't meet our original goal of beating the lenstool method. Today I got home for winter break, excited to catch my dad (hi dad!

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