Python: How to classify data using K Nearest Neighbors, Neighborhood Components Analysis and Pipline
Description
In this video we will show you how to:
- Extract data from CSV into a python dataframe using Pandas
- Use Neighborhood Components Analysis (NCA)
- Use K Neighbors Classifier (K Nearest Neighbors)
- Use sklearn.pipeline for classification and prediction
We will use the famous Iris plants dataset for this exercise.
#python #spyder #csv #dataframes #neighborhoodcomponentsanalysis #kneighborsclassifier #pipline #iris #machinelearning
https://virtual-school.org/tutorial?v=RWSUoRFPeEc
Tags
python,
spyder,
csv,
dataframes,
neighborhoodcomponentsanalysis,
kneighborsclassifier,
pipline,
iris,
machinelearning