Abstract:
In this research, we have proposed a new model of biclustering of microarray matrices.
By applying the Kmeans to reordering data, and applying original Cheng and Church
algorithm to get biclusters. Our proposed model improve the accuracy score and run
time of algorithm. We verified this new model proposed with many variant synthetic
datasets and calculate the score of three external evaluation measures: Relative NonIntersecting Area (RNIA) and Clustering Error (CE), Campello Soft Index (CSI).
