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Jacek Kowalski
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  • Melbourne
  • Australia
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Latest Activity

Duane Baker liked Jacek Kowalski's blog post Learning Binary Classification by Simulations
Nov 21, 2017
Paulo César liked Jacek Kowalski's blog post Learning Binary Classification by Simulations
Nov 20, 2017
Jacek Kowalski's blog post was featured

Learning Binary Classification by Simulations

There are numerous aspects of data science that determine a project’s success; from posing the right questions through to identifying and preparing relevant data, applying suitable analytical techniques, and finally, validating the results. This article focuses on the importance of selecting the appropriate analytical technique by demonstrating how different binary classification algorithms can fail in detecting data patterns using freely available simulation package mlsim written in R. One of…See More
Nov 14, 2017
Jacek Kowalski posted a blog post

Learning Binary Classification by Simulations

There are numerous aspects of data science that determine a project’s success; from posing the right questions through to identifying and preparing relevant data, applying suitable analytical techniques, and finally, validating the results. This article focuses on the importance of selecting the appropriate analytical technique by demonstrating how different binary classification algorithms can fail in detecting data patterns using freely available simulation package mlsim written in R. One of…See More
Nov 14, 2017
Jacek Kowalski updated their profile
Nov 12, 2017

Profile Information

Short Bio
PhD Statistics, years of experience in network analytics, machine learning, system performance analysis, forecasting demand, risk analysis, S-plus, R, Python.
My Web Site Or LinkedIn Profile
http://https://au.linkedin.com/in/jacekpk
Professional Status
C-Level
Years of Experience:
30
Your Company:
Australian Unity
Industry:
Insurance, Finance, Health Care
Your Job Title:
Chief Data Scientist
Interests:
Networking, Recruiting
What is your Favorite Data Mining or Analytical Website?
http://r-bloggers.com
What Other Analytical Website do you Recommend?
http://https://www.kaggle.com

Jacek Kowalski's Blog

Learning Binary Classification by Simulations

Posted on November 12, 2017 at 12:30am 0 Comments

There are numerous aspects of data science that determine a project’s success; from posing the right questions through to identifying and preparing relevant data, applying suitable analytical techniques, and finally, validating the results. This article focuses on the importance of selecting the appropriate analytical technique by demonstrating how different binary classification algorithms can fail in detecting data patterns using freely…

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