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Andrei's Web Mining Blog | Useless results of curiosity

Andrei's Web Mining Blog. Useless results of curiosity. 7th Place in Kaggle’s Driver Telematics Challenge. March 17, 2015. The purpose of the AXA Driver Telematics Challenge. Was to discover outliers in a dataset of trips. We were given a total of 2730 drivers, each with 200 trips. We were told that a few of those 200 trips per driver weren’t actually his and the task was to identify which ones. Somewhat similar to authorship attribution on texts. Can we improve on this? Yes Take more than just 180 trips...

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Andrei's Web Mining Blog | Useless results of curiosity | webmining.olariu.org Reviews
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Andrei's Web Mining Blog. Useless results of curiosity. 7th Place in Kaggle’s Driver Telematics Challenge. March 17, 2015. The purpose of the AXA Driver Telematics Challenge. Was to discover outliers in a dataset of trips. We were given a total of 2730 drivers, each with 200 trips. We were told that a few of those 200 trips per driver weren’t actually his and the task was to identify which ones. Somewhat similar to authorship attribution on texts. Can we improve on this? Yes Take more than just 180 trips...
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Andrei's Web Mining Blog | Useless results of curiosity | webmining.olariu.org Reviews

https://webmining.olariu.org

Andrei's Web Mining Blog. Useless results of curiosity. 7th Place in Kaggle’s Driver Telematics Challenge. March 17, 2015. The purpose of the AXA Driver Telematics Challenge. Was to discover outliers in a dataset of trips. We were given a total of 2730 drivers, each with 200 trips. We were told that a few of those 200 trips per driver weren’t actually his and the task was to identify which ones. Somewhat similar to authorship attribution on texts. Can we improve on this? Yes Take more than just 180 trips...

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1

regression | Andrei's Web Mining Blog

http://webmining.olariu.org/tag/regression

Andrei's Web Mining Blog. Useless results of curiosity. Data Mining Strava: Running for the World Record. And Beyond. November 17, 2013. I’ve been running a little more seriously this year. On Strava. I’ve registered 427km, including a few contests: EcoMarathon. 14km 600m), San Francisco Marathon. 41km), Golden Gate Trail Run. 30km, 1200m) and Piatra Craiului Marathon. 8211; taking training out of the equation, am I just slower than others? 8211; how important is training in improving my running pace?

2

randomforest | Andrei's Web Mining Blog

http://webmining.olariu.org/tag/randomforest

Andrei's Web Mining Blog. Useless results of curiosity. Trees, Ridges and Bulldozers made in 1000 AD. April 22, 2013. Estimating auction price for second hand construction equipment. Didn’t know bulldozer auctions were such a big thing. We had lots of historical data (400000 auctions, starting from 1989) and we had to estimate prices a few months “into the future” (2012). Getting to know the data. Putting the model on steroids. Outcome and final thoughts. Based on my model’s improvement over the fi...

3

Kaggle | Andrei's Web Mining Blog

http://webmining.olariu.org/category/kaggle-2

Andrei's Web Mining Blog. Useless results of curiosity. 7th Place in Kaggle’s Driver Telematics Challenge. March 17, 2015. The purpose of the AXA Driver Telematics Challenge. Was to discover outliers in a dataset of trips. We were given a total of 2730 drivers, each with 200 trips. We were told that a few of those 200 trips per driver weren’t actually his and the task was to identify which ones. Somewhat similar to authorship attribution on texts. Can we improve on this? Yes Take more than just 180 trips...

4

strava | Andrei's Web Mining Blog

http://webmining.olariu.org/tag/strava

Andrei's Web Mining Blog. Useless results of curiosity. Data Mining Strava: Running for the World Record. And Beyond. November 17, 2013. I’ve been running a little more seriously this year. On Strava. I’ve registered 427km, including a few contests: EcoMarathon. 14km 600m), San Francisco Marathon. 41km), Golden Gate Trail Run. 30km, 1200m) and Piatra Craiului Marathon. 8211; taking training out of the equation, am I just slower than others? 8211; how important is training in improving my running pace?

5

Andrei Olariu | Andrei's Web Mining Blog

http://webmining.olariu.org/author/user

Andrei's Web Mining Blog. Useless results of curiosity. Author Archives: Andrei Olariu. Mining the Best Cycling Roads around Bucharest with Strava. August 30, 2016. I’ve worked on Strava data before. And I saw here an opportunity to do it again. Using this simple script. Ok, how can you determine the road quality from 6 GB of data? Let’s check out the area around Bucharest (high res version available here. Let’s zoom in a little and see how the city looks like:. National Arena in green. March 17, 2015.

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Andrei's Web Mining Blog | Useless results of curiosity

Andrei's Web Mining Blog. Useless results of curiosity. 7th Place in Kaggle’s Driver Telematics Challenge. March 17, 2015. The purpose of the AXA Driver Telematics Challenge. Was to discover outliers in a dataset of trips. We were given a total of 2730 drivers, each with 200 trips. We were told that a few of those 200 trips per driver weren’t actually his and the task was to identify which ones. Somewhat similar to authorship attribution on texts. Can we improve on this? Yes Take more than just 180 trips...

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