About Maria Karanasou
writing about Software Engineering, Machine Learning and more...
I am a Software Developer excited to learn new things and apply them for a good cause. I've gotten my hands on many frameworks, languages, DBMS over the past 10 years, and it's been an exciting journey, but most of my recent experience has to do with Python, Apache Spark and Security Analytics. I started writing articles about what I've learned so far, to better understand things myself and hopefully save other people some precious time. I do this because I enjoy it and I 've been helped a lot by the many others all over the internet that do that too. I respect that they put so much effort and hard work so that anyone can benefit and learn. I want to continue writing and helping in any way I can.
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Posts
Interpreting Isolation Forest’s predictions — and not only The problem: how to interpret Isolation Forest’s predictions More specifically, how to tell which features are contributing more to the predictions. Since Isolation Forest is not a typical Decision Tree (see Isolation Forest characteristics here) , after some research, I ended up with three possibl...
Machine Learning Interpretability — Shapley Values with PySpark
Mar 20, 2021
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