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Atif Hassan
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Published in Towards Data Science

·Jun 12, 2020

Repurposing traditional resampling techniques for regression tasks

Imagine a scenario where you have participated in a data science competition involving a regression task and you find that the target variable is skewed. Since none of the participants are able to get a low error on the leaderboard, you realize that the training data is imbalanced and some…

Regression

4 min read

Repurposing traditional resampling techniques for regression tasks
Repurposing traditional resampling techniques for regression tasks

Published in Towards Data Science

·May 12, 2020

How to achieve a quick & accurate baseline for ML competitions

This post describes how I achieved the 5th position in STD drug effectiveness prediction challenge with only a few lines of code. — According to a CDC report, over 2.4 million cases of sexually transmitted diseases (STDs) were reported in the United States of America in 2018. The report also highlighted a whopping 22% increase from 2017 to 2018 in the number of newborn deaths due to Syphilis. …

Data Science

5 min read

How to achieve a quick & accurate baseline for ML competitions
How to achieve a quick & accurate baseline for ML competitions
Atif Hassan

Atif Hassan

Pursuing Masters in NLP and AI at IIT Kharagpur

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