Copyright@Juhua Hu, Mar. 7, 2016



Please note that all images are collected from Internet sources.



This fruit image data set contains 105 images, which are collected from Internet sources. The original images can be referred in the directory of “original images”. 

This data set contains images of green apple, red apple, yellow apple, green banana, yellow banana, green grape, red grape. Each category contains 15 images.



fruit.mat is a MATLAB data file. “data” provides the averaged 3 color features and 3 shape features for each corresponding image (no normalization applied). “categoryTarget” provides the clustering target by considering categories as apple, banana, and grape. “colorTarget” provides the clustering target by considering colors as green, red, and yellow.



The detailed data preparation procedure can be referred in [1]. Please cite [1] when using this data set. If you are comparing the clustering performances with MSC on this fruit data set. You may directly compare the results shown in Table III in [1].



[1]Juhua Hu, Qi Qian, Jian Pei, Rong Jin and Shenghuo Zhu. Finding multiple stable clusterings. In: Proceedings of the 15th IEEE International Conference on Data Mining (ICDM'15), Atlantic City, NJ, 2015, pp.171-180.