Nonlinear-Model-Based Analysis Methods for Time-Course Gene Expression Data

Table 1

The values of AARI for different clustering methods on synthetic data.

No. of clusters	2	3	4	5	6	7	8	9	10
Random initial	0.2915	0.5741	0.6636	0.7549	0.9787	0.9516	0.8862	0.826	0.7944
𝑘-means initial	0.2915	0.4875	0.6741	0.7168	0.7732	0.7668	0.7666	0.7739	0.753
𝑘-means	0.2915	0.5099	0.6352	0.7047	0.8001	0.7635	0.8189	0.7849	0.7827