Leaf

Donated on 2/24/2014

This dataset consists in a collection of shape and texture features extracted from digital images of leaf specimens originating from a total of 40 different plant species.

Dataset Characteristics

Multivariate

Subject Area

Computer

Associated Tasks

Classification

Attribute Type

Real

# Instances

340

# Attributes

16

Information

Additional Information

For further details on this dataset and/or its attributes, please read the 'ReadMe.pdf' file included and/or consult the Master's Thesis 'Development of a System for Automatic Plant Species Recognition' available at http://hdl.handle.net/10216/67734.

Attribute Information

Additional Information

1. Class (Species) 2. Specimen Number 3. Eccentricity 4. Aspect Ratio 5. Elongation 6. Solidity 7. Stochastic Convexity 8. Isoperimetric Factor 9. Maximal Indentation Depth 10. Lobedness 11. Average Intensity 12. Average Contrast 13. Smoothness 14. Third moment 15. Uniformity 16. Entropy

Features

Attribute NameRoleTypeDescriptionUnitsMissing Values
false
false
false
false
false
false
false
false
false
false

0 to 10 of 16

Download
0 citations
1194 views

Creators

Pedro Silva

Andr Maral

License

By using the UCI Machine Learning Repository, you acknowledge and accept the cookies and privacy practices used by the UCI Machine Learning Repository.

Read Policy