info.salford-systems.com
Data Mining BlogSalford Systems' data mining and predictive analytics blog featuring classification, regression, nonlinear regression, TreeNet, boosting and random forest software.
http://info.salford-systems.com/
Salford Systems' data mining and predictive analytics blog featuring classification, regression, nonlinear regression, TreeNet, boosting and random forest software.
http://info.salford-systems.com/
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Data Mining Blog | info.salford-systems.com Reviews
https://info.salford-systems.com
Salford Systems' data mining and predictive analytics blog featuring classification, regression, nonlinear regression, TreeNet, boosting and random forest software.
info.salford-systems.com
5 Data Mining Misconceptions
http://info.salford-systems.com/5-data-mining-misconceptions
Rapid Response Data Mining. 5 Data Mining Misconceptions. On Wed, Feb 18, 2015 @ 01:06 PM. 1 Quest for the Holy Grail. This is the notion that there is an algorithm available that will always be entirely accurate. Unfortunately, there is no algorithm that produces 100% accurate models, 100% of the time. However, there are algorithms that are highly accurate, and there are techniques that the analyst can do to help get the best model possible. Please keep these myths in mind to save yourself time and ener...
Simply Salford Blog | prediction
http://info.salford-systems.com/topic/prediction
Rapid Response Data Mining. Predicting Shifts in El Niño Using Birds and Data Mining. Posted by Kimberly Fahrnkopf. On Wed, Sep 3, 2014 @ 10:38 AM. Dr Grant Humphries, from the Zoology department at the University of Otago, New Zealand, has spent the last three years studying how a bird species called Sooty Shearwaters can help predict upcoming El Niño occurrences. After much time and research, he has figured out a way to do so using data mining. 0 Comments Click here to read/write comments. At the 2012 ...
Simply Salford Blog | data analysis
http://info.salford-systems.com/topic/data-analysis
Rapid Response Data Mining. 9 Data Mining Challenges From a Data Scientist Like You. Posted by Salford Systems. On Tue, Jan 19, 2016 @ 07:00 AM. 0 Comments Click here to read/write comments. Data mining in education. Podcast Recap: Dan Steinberg's Early Days. Posted by Nicole Finzi. On Tue, Jan 12, 2016 @ 08:00 AM. Did you miss our podcast with Dan Steinberg yesterday? Subscribe to our podcast, Afternoon Analytics. For instant notification reminders! It's never too late to go back and listen! Posted by D...
Two Frequent Challenges in Data Preparation
http://info.salford-systems.com/two-frequent-challenges-in-data-preparation
Rapid Response Data Mining. Two Frequent Challenges in Data Preparation. On Wed, Mar 25, 2015 @ 03:10 PM. 1) HIGH LEVEL CATEGORICAL VARIABLES. Having a very high number of levels can lead to many problems. For example, if there was a variable with 797 distinct levels, there would be a few important factors to look out for that probably would not have been an issue otherwise. Why is this a problem? Some algorithms simply do not support a variable this large. What can you do to fix this? Missing data must ...
Simply Salford Blog | SPM
http://info.salford-systems.com/topic/spm
Rapid Response Data Mining. What Type of Automation Does A Data Scientist Need? Posted by Salford Systems. On Fri, Jun 10, 2016 @ 07:00 AM. Cross-post from Dan Steinberg's Blog. The last thing most data scientists want is a machine that replaces them! Today, even though the pilots say that the airplanes can be 100% computer flown, few of us are ready to take a pilotless airplane ride even though the driverless car appears to be making impressive headway. 0 Comments Click here to read/write comments.
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Inside the Mind of a Statistician — Diary of a Data Scientist
http://www.diaryofadatascientist.com/home/2016/6/27/inside-the-mind-of-a-statistician
A Blog by Salford Systems. Exploring the world of data mining and the triumphs and challenges experienced first hand from our in-house data scientists. Diary of a Data Scientist. Inside the Mind of a Statistician. Have you ever wondered how something is distributed? Have you ever noticed a bridge under construction, and thought about which factors will determine how quickly it will be built? Ever thought about the assumptions that go into producing election polls? Statisticians spend quite a bit of time ...
Interpretability over Accuracy — Diary of a Data Scientist
http://www.diaryofadatascientist.com/home/2016/8/23/interpretability-over-accuracy
A Blog by Salford Systems. Exploring the world of data mining and the triumphs and challenges experienced first hand from our in-house data scientists. Diary of a Data Scientist. That they can use are the important words in that imperative. If researchers can’t understand a provided answer, it is not viable. They can’t write about techniques they don’t understand beyond Here are the numbers. Look how pretty my model is. Good research, that ain’t. A model directly related to the scale of the response is a...
The Perfect Model for Every Scenario — Diary of a Data Scientist
http://www.diaryofadatascientist.com/home/2016/8/4/the-perfect-model-for-every-scenario
A Blog by Salford Systems. Exploring the world of data mining and the triumphs and challenges experienced first hand from our in-house data scientists. Diary of a Data Scientist. The Perfect Model for Every Scenario. First of all, I’m not a data scientist. I am a statistician at an internship for a company that makes machine learning software. I’m still a student, and I will be for the foreseeable future. Maybe it’s just my professors speaking, but it is a bit aggravating to hear a few models triumphed a...
The 5 Tips and Tricks for Communicating in Data Science — Diary of a Data Scientist
http://www.diaryofadatascientist.com/home/5-tips-and-tricks-for-communicating-in-data-science
A Blog by Salford Systems. Exploring the world of data mining and the triumphs and challenges experienced first hand from our in-house data scientists. Diary of a Data Scientist. The 5 Tips and Tricks for Communicating in Data Science. 1 Jump Right In! 2 Actively Manage Context. 3 Keep the Details Lean. The entire scope of a project can usually fit into a more simplified figure like this:. 4 Always Be Summarizing. How is it important and what’s the best way to communicate that? 5 Bring it Back Home.
The Costs of Misclassifications — Diary of a Data Scientist
http://www.diaryofadatascientist.com/home/the-costs-of-misclassifications
A Blog by Salford Systems. Exploring the world of data mining and the triumphs and challenges experienced first hand from our in-house data scientists. Diary of a Data Scientist. The Costs of Misclassifications. Did you know some hospitals use robots to clean hospital rooms to reduce the risk of infection? What if someone does not have an infection but is treated as if they do? Which mistake would be worse? Model A and B behave differently. Model A favors false negatives (170; lower left corner) wher...
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Data Mining Blog
Data Mining Blog by Salford Systems. Rapid Response Data Mining. Introduction to Data Mining. Getting Started with Data Mining. Hands-on $35 Mini-Training in a city near you. Enter a KDD Cup or Kaggle Competition. You don’t need to be an expert! Posted by Eric Lee. On Mon, Jun 22, 2015 @ 08:36 AM. Learn how TreeNet, AKA stochastic gradient boosting, can be used to quickly achieve a place within the top 5 standings of the 2009 KDD Cup competition. 0 Comments Click here to read/write comments. In CART, rel...
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