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Gürol Canbek
  • Male
  • Ankara
  • Turkey
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Gürol Canbek's Page

Profile Information

Short Bio:
https://gurol.canbek.com/academic/publications
Company:
Pointr
Job Title:
Senior Solutions Architect
Seniority:
Architect
Job Function:
Data Architect
Country
Turkey
Number of employees:
50 to 99
Industry:
Technology
LinkedIn Profile:
http://www.linkedin.com/in/gurolcanbek
Interests:
Contributing, Networking, Finding a new position
Topics of Interest
Data Science, Machine Learning, Data Visualization, Data Storytelling, Digital Workplace, Internet of Things (IoT), Scientific Research, Data Strategy, Artificial General Intelligence, Neural Networks

Why is Information Security?

Gürol Canbek's Blog

What is the most robust binary-classification performance metric?

Posted on August 24, 2021 at 9:00pm 0 Comments

Accuracy, F1, or TPR (a.k.a recall or sensitivity) are well-known and widely used metrics for evaluating and comparing the performance of machine learning based classification.

But, are we sure we evaluate classifiers' performance correctly? Are they or others such as BACC (Balanced Accuracy),…

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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 (IEEE Taxonomy,…

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