all AI news
[D] How to measure accuracy of kNN Imputation?
Jan. 3, 2022, 6:10 p.m. | /u/Ok-Culture-9123
Machine Learning www.reddit.com
I have a dataset in which the the best way to impute missing values is to use kNN but before I go ahead and do that I'd like to check what kind of accuracy I have with that form of imputation in this specific dataset and which k should be used. My original solution was as follows:
- From my original dataset, remove all rows with missing values
- From this dataset, impute NaNs randomly throughout the dataset with the same frequency …
More from www.reddit.com / Machine Learning
Jobs in AI, ML, Big Data
Lead GNSS Data Scientist
@ Lurra Systems | Melbourne
Senior Machine Learning Engineer (MLOps)
@ Promaton | Remote, Europe
Data Analyst
@ Aviva | UK - Norwich - Carrara - 1st Floor
Werkstudent im Bereich Performance Engineering mit Computer Vision (w/m/div.) - anteilig remote
@ Bosch Group | Stuttgart, Lollar, Germany
Applied Research Scientist - NLP (Senior)
@ Snorkel AI | Hybrid / San Francisco, CA
Associate Principal Engineer, Machine Learning
@ Nagarro | Remote, India