Clustering with position-specific constraints on variance: Applying redescending M-estimators to label-free LC-MS data analysis

Table 3 MCLUST vs. MEDEA Comparison for DarTB Data

	MCLUST	MEDEA
Number of clusters	287838	218098
Average cluster size	2.27	3.00
Average cluster diameter in m/z	9.32E-4	0.0023
Average cluster diameter in RT	0.39	0.96
Computing time [s]	663756	17532

General characteristics of the two clustering algorithms on the DarTB dataset. For computing time details, see Section "Implementation".

ISSN: 1471-2105