Open in app
Data Science at Microsoft
Data Science at Microsoft
Sign inGet started
Top Stories published by Data Science at Microsoft in January of 2023
All
2023
January
Go to the profile of Phillip Chilton Adkins
Phillip Chilton Adkins in Data Science at Microsoft

Five mistakes to avoid when modeling with imbalanced datasets

And what to try instead

By Phillip Adkins, Michele Garner, and Dave Kooistra

Got 99 records — and Trues: only one

Read more…
15 responses
Go to the profile of Aayush Agrawal
Aayush Agrawal in Data Science at Microsoft
Read more…
2 responses
Go to the profile of Riesling Walker
Riesling Walker in Data Science at Microsoft
Read more…
4 responses
Go to the profile of Elena Labzina, Ph.D.
Elena Labzina, Ph.D. in Data Science at Microsoft
Read more…
1 response
Go to the profile of Alexander Hocking
Alexander Hocking in Data Science at Microsoft
Read more…
Go to the profile of Casey Doyle
Casey Doyle in Data Science at Microsoft
Read more…
February 2023

About
Data Science at Microsoft
Lessons learned in the practice of data science at Microsoft.
More information
Tags
Data Engineering
Data Visualization
Machine Learning
Microsoft
Data Science
Object Detection
Clustering
Image Classification
Labelling
Data Visualization
Editors
Go to the profile of Casey Doyle
Casey Doyle
Go to the profile of Francesca Lazzeri
Francesca Lazzeri
Writers
Go to the profile of Omri Mendels
Omri Mendels
Go to the profile of Alex Blanton
Alex Blanton
Go to the profile of Jacopo Mangiavacchi
Jacopo Mangiavacchi
Go to the profile of Lisa Minas
Lisa Minas
Go to the profile of Natalie Duryea
Natalie Duryea
Go to the profile of Mike Warren
Mike Warren
Go to the profile of Huibinhu
Huibinhu
Go to the profile of Iswarya Murali
Iswarya Murali
Go to the profile of Ryan Bouchard
Ryan Bouchard
Go to the profile of Matt Wright
Matt Wright
Go to the profile of Jane Huang
Jane Huang
Go to the profile of Chris Pitler
Chris Pitler
Go to the profile of Kirk Li
Kirk Li
Go to the profile of Vlad Rișcuția
Vlad Rișcuția
Go to the profile of Mastafa Foufa
Mastafa Foufa
Go to the profile of Yasmin Bokobza
Yasmin Bokobza
Go to the profile of Daniel Huang
Daniel Huang
Go to the profile of Mahmood Mohammadi
Mahmood Mohammadi
Go to the profile of Chris Hughes
Chris Hughes
Go to the profile of Katya (Катя) Lazhintseva
Katya (Катя) Lazhintseva
Go to the profile of Sally Mitrofanova
Sally Mitrofanova
Go to the profile of Ivan B
Ivan B
Go to the profile of Wen Qin
Wen Qin
Go to the profile of Archana Ramesh
Archana Ramesh
Go to the profile of Francesca Lazzeri
Francesca Lazzeri
Go to the profile of David Williams
David Williams
Go to the profile of Andrew Zhu (Shudong Zhu)
Andrew Zhu (Shudong Zhu)
Go to the profile of Eva Jurado Cortés
Eva Jurado Cortés
Go to the profile of Nile Wilson
Nile Wilson
Go to the profile of Tezan Sahu
Tezan Sahu
Go to the profile of Paulo Salem
Paulo Salem
Go to the profile of Saptarshi Chaudhuri
Saptarshi Chaudhuri
Go to the profile of Qiuyidua
Qiuyidua
Go to the profile of Kosuke Fujimoto
Kosuke Fujimoto
Go to the profile of Sourav Khemka
Sourav Khemka
Go to the profile of Kshitish Sahoo
Kshitish Sahoo
Go to the profile of Moid Hassan
Moid Hassan
Go to the profile of Nikhil Sachdeva
Nikhil Sachdeva
Go to the profile of Anfisa Rovinsky
Anfisa Rovinsky
Go to the profile of Sofia Noejovich
Sofia Noejovich
Go to the profile of Fan Yin
Fan Yin
Go to the profile of Sowmya Kumar
Sowmya Kumar
Go to the profile of Martha Laguna
Martha Laguna
Go to the profile of Haribabu Inuganti
Haribabu Inuganti
Go to the profile of Aakash Goel
Aakash Goel
Go to the profile of Bernat Puig Camps
Bernat Puig Camps
Go to the profile of Ashish Kumar
Ashish Kumar
Go to the profile of Ceren Altincekic
Ceren Altincekic
Go to the profile of Samar Deen
Samar Deen
Go to the profile of Divij Bajaj
Divij Bajaj
Go to the profile of Dr. Vijay Srinivas Agneeswaran
Dr. Vijay Srinivas Agneeswaran
Go to the profile of jane saldanha
jane saldanha
Go to the profile of Kaixin Wang
Kaixin Wang
Go to the profile of Raghu Aditya Chavali
Raghu Aditya Chavali
Go to the profile of Darina Bal Roitshtain
Darina Bal Roitshtain
Go to the profile of Marcos Calvo Lance
Marcos Calvo Lance
Go to the profile of Olin Lax
Olin Lax
Go to the profile of Nitin Agarwal
Nitin Agarwal
Go to the profile of Aayush Agrawal
Aayush Agrawal
Go to the profile of Phillip Chilton Adkins
Phillip Chilton Adkins
Go to the profile of Alexander Hocking
Alexander Hocking
Go to the profile of Deepa Saw
Deepa Saw
Go to the profile of Elena Labzina, Ph.D.
Elena Labzina, Ph.D.
Go to the profile of Emily You
Emily You
Go to the profile of Manasa Gudimella
Manasa Gudimella
Go to the profile of Andreas Stöffelbauer
Andreas Stöffelbauer
Go to the profile of Daniel Taube
Daniel Taube
Go to the profile of James Nguyen
James Nguyen
Go to the profile of John Mark Agosta
John Mark Agosta
Go to the profile of David Kooistra
David Kooistra
Go to the profile of Wu Xue
Wu Xue
Go to the profile of Anthony Galczak
Anthony Galczak
Go to the profile of Abhiram E
Abhiram E
Go to the profile of Aditya Challapally
Aditya Challapally
Go to the profile of Bharat Ruparel
Bharat Ruparel
Go to the profile of Kate B
Kate B
Go to the profile of orentola
orentola
Go to the profile of Shay Amram
Shay Amram
Go to the profile of Piyush Jain
Piyush Jain
Go to the profile of Arjun Singh
Arjun Singh
Go to the profile of Nikhil Pandey
Nikhil Pandey
Go to the profile of Daniel Ferguson
Daniel Ferguson
Go to the profile of Amy R Gillespie
Amy R Gillespie
Go to the profile of Karol Zak
Karol Zak
Go to the profile of Xikai Zhao
Xikai Zhao
Go to the profile of Monica Kadlay
Monica Kadlay
Go to the profile of Saveale
Saveale
Go to the profile of Priyal Doshi
Priyal Doshi
Go to the profile of Ganga Meghanath
Ganga Meghanath
Go to the profile of Lazaro Hurtado
Lazaro Hurtado
Go to the profile of Renju
Renju
Go to the profile of Bwilliams
Bwilliams
Go to the profile of Ademola Okerinde
Ademola Okerinde
Go to the profile of Karthikeyan Dhanakotti
Karthikeyan Dhanakotti
Go to the profile of Abhishikta Bandyopadhyay
Abhishikta Bandyopadhyay
Go to the profile of Ravi Vedula
Ravi Vedula
Go to the profile of Vikram Kulothungan
Vikram Kulothungan
Go to the profile of Yash Khasbage
Yash Khasbage
Go to the profile of Juhi Singh
Juhi Singh
Go to the profile of Diljeet Singh Sethi
Diljeet Singh Sethi
Go to the profile of Ehsan Zare Borzeshi
Ehsan Zare Borzeshi
Go to the profile of Shimin Zhang
Shimin Zhang
Go to the profile of Jack Pullikottil
Jack Pullikottil
Go to the profile of Davidjonietz
Davidjonietz