MACHINE LEARNING

Plant Intelligence

Discover relationships between medicinal plants using TF-IDF, K-Means clustering and cosine similarity.

Machine Learning Model Active
EXPLORE PLANTS

Select a Medicinal Plant

Choose a plant to explore its ML cluster and discover similar plants.

UNSUPERVISED LEARNING

Plant Clustering Overview

Explore the groups created by the K-Means algorithm.

Cluster 1

3

Plants in this group

Guava Elderberry Myrtle
Cluster 2

41

Plants in this group

Curry leaf Basil Indian barberry Kutki Chirata Apamarg +35 more
Cluster 3

59

Plants in this group

Tulsi Neem Turmeric Ashwagandha Aloe vera Amla +53 more
Cluster 4

8

Plants in this group

Cardamom Sandalwood Sesame Datura Peppermint Lavender +2 more
Cluster 5

39

Plants in this group

Ginkgo Echinacea St John's wort Valerian Chamomile Rosemary +33 more

About This Analysis

Herb-AI uses TF-IDF, K-Means clustering and cosine similarity to identify textual relationships between medicinal plants. Similarity percentages represent text similarity only. They do not indicate medicinal effectiveness, safety or clinical outcomes.