aleezeh611 / KNN-and-KMeans-Clustering-With-DB-Index

Program to demonstrate KNN and KMeans Clustering by applying on s standard data set

KNN-and-KMeans

Program to demonstrate KNN and KMeans Clustering by applying on a multi class data set.

The data used is: Dry Beans Dataset.

The data set can be retrieved from: https://archive.ics.uci.edu/ml/datasets/Dry+Bean+Dataset

What has been implemented:

✔️ K nearest neighbour

✔️ K means clustering

✔️ For K-means clustering clustering quality is being measured using Davies Bouldin Index

✔️ Visualization of data after clustering using matplotlib

✔️ Showing results using :

• Accuracy
• Precision
• Recall
• F1 Measure