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Gürol Canbek
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Gürol Canbek commented on Gürol Canbek's blog post Periodic Table of Binary Classification Performance Measures/Metrics
"Full text is now available."
Oct 7, 2018
Gürol Canbek posted a blog post

Periodic Table of Binary Classification Performance Measures/Metrics

Binary classification is one of the most frequent studies in applied machine learning problems in various domains, from medicine to biology to meteorology to malware analysis. Many researchers use some performance metrics in their classification studies to report their success. However, the literature has shown a widespread confusion about the terminology and ignorance of the fundamental aspects behind metrics.In our paper tittled "Binary Classification Performance Measures/Metrics: A…See More
Oct 7, 2018
Ravi Krishnappa commented on Gürol Canbek's blog post Periodic Table of Binary Classification Performance Measures/Metrics
"Can the original document be made available here? IEEE has secured the document."
May 30, 2018
Gürol Canbek liked Marc Borowczak's discussion Benchmarking 20 Machine Learning Models Accuracy and Speed
Apr 28, 2018
Gürol Canbek liked Tom Bransby's blog post Data Fallacies to Avoid | An Illustrated Collection of Mistakes People Often Make When Analyzing Data
Mar 30, 2018
Gürol Canbek updated their profile
Jan 25, 2018
Gürol Canbek liked Toni Manzano's blog post Getting a new periodic table of elements using AI
Jan 15, 2018
AI liked Gürol Canbek's blog post Periodic Table of Binary Classification Performance Measures/Metrics
Nov 12, 2017
Gürol Canbek's blog post was featured

Periodic Table of Binary Classification Performance Measures/Metrics

Binary classification is one of the most frequent studies in applied machine learning problems in various domains, from medicine to biology to meteorology to malware analysis. Many researchers use some performance metrics in their classification studies to report their success. However, the literature has shown a widespread confusion about the terminology and ignorance of the fundamental aspects behind metrics.In our paper tittled "Binary Classification Performance Measures/Metrics: A…See More
Nov 3, 2017
Gürol Canbek posted a blog post

Periodic Table of Binary Classification Performance Measures/Metrics

Binary classification is one of the most frequent studies in applied machine learning problems in various domains, from medicine to biology to meteorology to malware analysis. Many researchers use some performance metrics in their classification studies to report their success. However, the literature has shown a widespread confusion about the terminology and ignorance of the fundamental aspects behind metrics.In our paper tittled "Binary Classification Performance Measures/Metrics: A…See More
Nov 3, 2017

Profile Information

My Web Site Or LinkedIn Profile
http://gurol.canbek.com/Publications
Professional Status
Technical
Years of Experience:
22
Your Job Title:
Software/Cyber Security Engineer
Interests:
Finding a new position, Networking

Why is Information Security?

Gürol Canbek's Blog

Periodic Table of Binary Classification Performance Measures/Metrics

Posted on November 3, 2017 at 10:00am 2 Comments

Binary classification is one of the most frequent studies in applied machine learning problems in various domains, from medicine to biology to meteorology to malware analysis. Many researchers use some performance metrics in their classification studies to report their success. However, the literature has shown a widespread confusion about the terminology and ignorance of the fundamental aspects behind metrics.

In our paper tittled "Binary Classification Performance…

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New Comprehensive Taxonomies on Mobile Security and Malware Analysis

Posted on January 16, 2017 at 11:30pm 0 Comments

Our article "New Comprehensive Taxonomies on Mobile Security and Malware Analysis" has been published in International Journal of Information Security Science (IJISS). The poster below summarizes the article.

The three academic taxonomies (…

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